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Package Summary
Tags | No category tags. |
Version | 0.8.0 |
License | LGPL |
Build type | CMAKE |
Use | RECOMMENDED |
Repository Summary
Checkout URI | https://github.com/ros-gbp/bfl-release.git |
VCS Type | git |
VCS Version | upstream |
Last Updated | 2019-02-09 |
Dev Status | MAINTAINED |
CI status | No Continuous Integration |
Released | RELEASED |
Tags | No category tags. |
Contributing |
Help Wanted (0)
Good First Issues (0) Pull Requests to Review (0) |
Package Description
This package contains a recent version of the Bayesian Filtering
Library (BFL), distributed by the Orocos Project. For stability
reasons, this package is currently locked to revision 31655 (April
19, 2010), but this revision will be updated on a regular basis to
the latest available BFL trunk. This ROS package does not modify
BFL in any way, it simply provides a convenient way to download and
compile the library, because BFL is not available from an OS package
manager. This ROS package compiles BFL with the Boost library for
matrix operations and random number generation.
Additional Links
Maintainers
- ROS Orphaned Package Maintainers
Authors
- Klaas Gadeyne, Wim Meeussen, Tinne Delaet and many others. See web page for a full contributor list. ROS package maintained by Wim Meeussen.
$Id$
//
// BFL: BAYESIAN FILTERING LIBRARY
//
//
// Copyright (C) 2002/2003/2004 Klaas Gadeyne <first dot last at gmail dot com>
//
// This library is free software; you can redistribute it and/or modify
// it under the terms of the GNU General Public License as published by
// the Free Software Foundation; either version 2 of the License, or
// (at your option) any later version.
//
// This program is distributed in the hope that it will be useful,
// but WITHOUT ANY WARRANTY; without even the implied warranty of
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
// GNU General Public License for more details.
//
// You should have received a copy of the GNU General Public License
// along with this program; if not, write to the Free Software
// Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA 02111-1307, USA.
//
This library encoporates ideas from several available software
libraries:
- Scene (Andrew Davison). See
<http://www.robots.ox.ac.uk/~ajd/Scene/>
- Bayes++ (from ACFR). See
<http://www.acfr.usyd.edu.au/technology/bayesianfilter/Bayes++.htm>
- The CES programming library (Sebastian Thrun). See
<http://www-2.cs.cmu.edu/afs/cs.cmu.edu/user/thrun/public_html/papers/thrun.ces-tr.html>
- Our own research with Bayesian methods for compliant motion problems
<http://www.mech.kuleuven.be/pma/research/manip/default_en.phtml>
It's most important features are:
- Released under the GNU LGPL licence
- Wrapper around matrix and RNG libraries, so you can use your own
favourite matrix library.
At 2004/03/02 wrappers exist for
=================================================
* The matrix/RNG wrapper library of LTIlib
<http://ltilib.sourceforge.net/doc/homepage/index.shtml>: a library
with algorithms and data structures frequently used in image
processing and computer vision.
* NEWMAT <http://www.robertnz.net/nm_intro.htm> Matrix Library
=================================================
* boost <http://www.boost.org/> RNG
- "Bayesian unifying Design". This allows to incorporate any Bayesian
filtering algorithm!
Currently the following filter schemes are implemented.
* Standard KF, EKF, IEKF and Non-minimal State KF (See
<http://people.mech.kuleuven.ac.be/~tlefebvr/publicaties/BayesStat.ps.gz>
* Standard Particle filter (arbitrary proposal), BootstrapFilter
(Proposal = System Model PDF), Auxiliary Particle filter, Extended
Kalman Particle Filter.
For further details about the design ideas, see the poster about the
library presented at Valencia 7, a conference about Bayesian
Statistics, available from
<http://people.mech.kuleuven.ac.be/~kgadeyne/doctoraat.html>
Also have a look at the filtering libraries home page
<http://www.orocos.org/bfl>
Tinne De Laet Contributed a tutorial which can be found on the
website.
<http://people.mech.kuleuven.be/~tdelaet/bfl_doc/getting_started_guide/getting_started_guide.html>
It discusses how to construct your first filter in bfl.
Wim Meeussen and Tinne De Laet contributed a installation guide which can be
found on the website.
<http://people.mech.kuleuven.be/~tdelaet/bfl_doc/installation_guide/installation_guide.html>
CHANGELOG
2008-01-07 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* Related to bug described in bug #475
* src/pdf/discrepdf.*: changed type of class variable _Values_p to
vector<Probability>
* src/filter/histogramfilter.cpp: adapted to changes of discretepdf
* tests/pdf_test.cpp: adapted to changes of discretepdf
* tests/complete_filter_test.cpp: adapted to changes of discretepdf
* examples/test_complete_filter.cpp: adapted to changes of discretepdf
* examples/discrete_filter/test_discrete_filter.cpp: adapted to changes of discretepdf
2007-12-20 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* Related to enhancement described in bug #472
* src/filter/histogramfilter.*/: added class for histogram filter
* tests/complete_filter_test.*: added tests to test new class
* examples/discrete_filter/*: added example of histogram filter
2007-12-20 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* According to bug # 471, I made the interpretation of dimension unique
* src/pdf/...: added a class variable _num_states to the discrete pdfs to
represent the number of discrete states
* tests/...: adapted according to changes in pdf
* examples/...: adapted according to changes in pdf
2007-12-20 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* src/pdf/uniform.*/: added class for uniform distribution
* tests/pdf_test.*: added tests to test new class
2007-12-20 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* src/rng/rng.*/: added method to sample from uniform distribution with
lower and upper border given
2007-08-10 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/matrixwrapper_test.cpp: some extra tests added according to bug#441
and existing test made more thoroughly
2007-05-25 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* Singular value decomposition and pseudoinverse added to the matrix wrapper
(revision 28197)
2007-05-21 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* Smoother example included (and thoroughly tested ofcourse)
2007-05-11 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* Scythe support re-activated
2007-05-10 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* add extensive testing for matrix/vector wrapper
2007-05-10 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* add first support for boost matrix/vector library
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* move experimental branch to new trunk location in orocos repository
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* update documentation for new build system. see bfl/docs/installation_guide.tex
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* Finished porting BFL to cmake build system
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* Replace the tests in the src folder with the cppunit tests in
the bfl/tests folder
* Replace the tests in the src folder with the examples in the
bfl/examples folder
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* Add the examples of the getting started guide to the BFL trunk
(Klaas should be happy now :-)
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* Moved the matrixWrapper into the BFL build system. The namespace
MatrixWrapper was kept however for backwards compatibility
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* replace all checks and cerr messages by assert
info, see <https://www.fmtc.be/orocos-bugzilla/show_bug.cgi?id=331>
2007-05-03 Klaas Gadeyne <first dot last at fmtc dot be>
* README and INSTALL: Remove references to scythe and update boost
info, see <https://www.fmtc.be/orocos-bugzilla/show_bug.cgi?id=297>
2007-05-02 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/model_test.*: added testLinearAnalytic MeasurementModelGaussianUncertainty
* src/model/linearanalyticmeasurementmodel_gaussianuncertainty.h: removed
typo from comment
2007-05-01 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/model_test.*: removed typo from cpp and added
testLinearSystemModelGaussianUncertainty to test suite
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* src/pdf/discreteconditionalpdf.cpp: removed TODO from indexGet, function
checked
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/model_test.* : included linearSystemModelGaussianUncertainty test in
model_test
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/model_test.* and tests/pdf_test.*: included mcpdf test in pdf_test
and discreteSytemModel test im model_test
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/pdf_test.* and tests/sample_test.cpp: removed operator [] out of
test files and replaces by () to prevent problems with newmat
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/pdf_test.* and tests/sample_test.cpp: moved latest version of tests
files to experimental branch and small changes to work in experimental
branch
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* src/pdf/discretepdf.*: applied path proposed by Klaas Gadeyne proposed on
the mailinglist on the day of the commit regarding BUG #298. Replaced return
type of ProbabilitySet by bool (originally void).
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* src/filter/innovationCheck*: solved source of warning noticed by Klaas
Gadeyne and reported on the mailingslist on 2007-04-27.
2007-04-19 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* test/sample_test.*: inserted I adapted the test program a
little bit in two points:(i) all values are set in the setup phase and not later on (was the case for
the Sample<int>, (ii) I added tests for Sample<double>
2007-04-18 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* iteratedextendedkalmanfilter*: add convergence test for iterated extended
kalman filter correction iteration.
2007-02-25 Klaas Gadeyne <first dot last at gmail dot com>
* configure.ac, acinclude.m4, doxyfile.in: Add m4 macro that
checks subversion revision number and uses that for doxygen
generated docu
2007-02-06 Klaas Gadeyne <first dot last at gmail dot com>
* Add CPPUNIT unit tests to allow regression testing
2006-03-15 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* New test files included (replaces the previous ones (except GINAC):
The goal of this test file (test_compare_filters.cpp) is to some filters for
the mobile robot localisation example. A nonlinear system model designed for
this example is added (nonlinearsystemmodel_gaussianuncertainty_mobile)
2005-11-19 Klaas Gadeyne <first dot last at gmail dot com>
* Add m4 macro's to allow enabling/disabling of the ginac code
* Wrap lti RNG generator classes: this reduces the dependency of
BFL to 1 lib and should avoid too much installation problems for
non-programmers.
* Add m4 macro's to allow enabling/disabling of the ginac code
* Wrap lti RNG generator classes: this reduces the dependency of
BFL to 1 lib and should avoid too much installation problems for
non-programmers.
2005-06-02 Wim Meeussen <first dot last at mech dot kuleuven dot ac dot be>
Lots of changes to improve performance of particle filters and to
allow the use of hybrid states:
* Replace std::list<> by std::vector<> to increase performance of
particle filters.
* Pass various arguments as reference to eliminate unnecessary
copies (especially of std::vector<> types containling long lists
of samples).
* C++-ify the Sample class.
* Remove template code that was specifically written for
ColumnVector type, and replace by template specialization where
necessary.
* Fix in Probability class to allow probability of zero.
2005-05-19 Klaas Gadeyne <first dot last at gmail dot com>
* Bring Ginac classes for symbolic derivation back in sync with
current API. Thx to Bart Demarsin for extensive testing and
providing example code.
* C++-ify some of the code.
2005-05-06 Klaas Gadeyne <first dot last at gmail dot com>
* Change license from GPL into LGPL everywhere, add a COPYING file
with test version of the licence and change email address in
source code copyright.
2005-05-03 Klaas Gadeyne <first dot last at gmail dot com>
* Remove if(ptr) before delete ptr in src tree. See
<http://www.parashift.com/c++-faq-lite/freestore-mgmt.html#faq-16.8>
2005-03-10 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/test/test_compare_filters.cpp (main): fix small typo
DEFAULT_ROT_SPEED should ofcourse be DEFAULT_NUM_SAMPLES
* Add documentation in the src/filter/test/ subdirectory about the
system and measurement model
2005-01-28 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* cvs tag rel-0_4_2
2005-01-12 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Add Square Root iterated extended Kalman Filter, provided by
Peter Slaets <peter dot slaets at hogelimb be>
2005-01-05 Wim Meeussen <wim dot meeussen at mech dot kuleuven dot ac dot be>
* Update Use new config file generated by matrix wrapper. Now you
only need to specify--with-matrix_wrapper=/path and not
--with-newmat=/path or --with-lti=/path
2004-12-09 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Fix yet another bug by Wim Meeussen in acinclude.m4 for use with
matrix wrapper
* Update installation instructions and Makefile for Scythe03
2004-11-15 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/particlefilter.cpp: Add some checks. Not completely
general, but general enough for now I guess.
2004-11-12 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Fix bug in design. No class representing Non-Analytical
Gaussian PDF.
2004-11-10 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* INSTALL (Note): Add notice about how to run the whole testsuite
at once
* Various: Fix and improve lots of stuff in the test
subdirectories after rechecking everything.
* src/sample/test/test_weightedsample.cpp: Add new wrapper stuff
and fix build system file Makefile.am
* Fixed bug in EKF code when no system model was present
2004-11-05 Wim Meeussen <wim dot meeussen at mech dot kuleuven dot ac dot be>
* src/wrapper/matrix replaced by external matrix library. For
installation instructions see INSTALL.
2004-07-05 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/EKparticlefilter.cpp (Resample): added resampling for
EK particle filter.
* API change resize -> ReSize()
* Fix stuff with mcpdf template stuff
* cvs tag rel-0_4_1-rc1
2004-07-02 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* First attempt to implement Extended Kalman Particle Filter.
Resampling not implemented yet.
2004-06-29 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Add extra level between ConditionalGaussian and
linearconditionalGaussian. ConditionalGaussian is now more
general and does not require additive noise anymore.
* src/pdf/mcpdf.cpp (ListOfSamplesSet): bugfix, forgot to update
CumPdf
* src/pdf/mcpdf.cpp (SampleFrom): Performance improvement in
Ripley sampling
2004-06-21 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/particlefilter.cpp (ResampleStep): Add dynamic
resampling algorithm.
2004-06-16 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/asirfilter.cpp (UpdateInternal): Sampling from
discrete index has to happen _every_ time. Therefor also split up
Resample() and ResampleStep in particlefilter class. + add some
"static" to params.
* src/filter/particlefilter.cpp (ProposalStepInternal): Important
bugfix in proposalstep method. Forgot to propagate weight!
* src/wrappers/matrix.cpp (Pseudoinverse): Fix to make this work
for non-square matrices (fix by Wim Meeussen).
* cvs tag rel-0_4_1-pre2
2004-06-09 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/particlefilter.cpp (ProposalStepInternal): Use O(N)
sampling here instead of O(N log(N))
* Put prereq autoconf version > 2.50 in
* Since libtool generates problems, only build static libs for now
by default.
2004-06-08 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/asirfilter.cpp (UpdateInternal): Hey hey, I can use
this add-changelog-Entry function from the buffer I'm working in
:). Added code for the Auxiliary filter, seems to work fine. No
performancetests yet.
* cvs tag rel-0_4_1-pre1
* Reworked filter polymorphism implementation. Should be far more
clear now.
* Added IEKF test to test_switch_kf_bootstrapfilter.cpp and
consequently renamed to test_compare_filters.cpp
* Preparation for ASIR filter algorithm
2004-06-07 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Removed old build system Makefiles
* changed some references to pointers to avoid const problems and
dirty implementation
2004-??-?? Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Changes: BFL now compiles with g++-3.4 (tested with version
from Debian experimental)
2004-03-27 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Heavily tested with all libraries and compilers
* cvs tag rel-0_4_0
2004-03-26 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Incorporate Support for automake and autoconf
* Several Minor bugfixes, most due to template specialization
* Small changes for compiling with gcc-3.4. This version is ever
more strict when it comes to C++ standard. You _need_ a modified
version of newmat and scythe for this.
* Rename ORO stuff (oroerr.h etc) into BFL
* Give constant.h bfl_ prefix
* cvs tag rel-0_4_0-rc2
2004-03-04 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Minor fixes to LTI matrix/vector bindings. Seems to work now,
at least all of the tests run fine with both LTI CVS code and
Newmat 11.
* Minor modifications to some of the PDF test programs
* Remove complete ginac dependency (I guess)
* cvs tag rel-0_4_0-rc1
2004-03-02 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Add matrix/vector bindings for ltilib
<http://ltilib.sourceforge.net/doc/homepage/index.shtml>
Thanks to Jean Bernard Hayet for providing these wrappers
* Some further elimination of Ginac dependency
* Adapted INSTALL, README etc with information on ltilib
2004-02-?? Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Minor Bug fixes and clearer comments
* cvs tag rel-0_4_0-pre2
2004-02-10 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Solved mean bugs in new code for particle filters. They seem to
be working now.
* Minor Bug fixes and clearer comments
* cvs tag rel-0_4_0-pre1
* move Non-Linear* models to non-linear*_ginac to avoid explicit
ginac dependency
2004-01-09 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Implemented faster sampling algorithm for MCPdf (O(N)) -> makes
a big performance difference for particle filters.
2003-12-13 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Implement a lot of filtering improvements to make stuff even
more general
* All code is fully templated now, still some bugs in the discrete
version though.
* cvs tag rel-0_4_0-pre1
2003-11-27 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Make some modifications to filter implementations (particularly
to particle filter to make stuff more general. Still should
implement some stuff though :-)
2003-10-07 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Some bugfixes in gaussian.cpp
* Small changes in conditionalpdf to ease debugging
* Adapt Makefile.Newmat to latest newmat code
* cvs tag rel-0_2_7
2003-09-01 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* 1 Uniform namespace across all code : BFL
* cvs tag rel-0_2_6
2003-08-19 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Bugfix in templates for MeasModel code
* Changed a lot of template class names S and T into something
more meaningful
* cvs tag rel-0_2_5
2003-07-29 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Jan Callewaert added some preliminary files for making
distributed visualization easier with opendx. See the HOWTO.
Some updates to the INSTALL file and small bugfixes too.
* cvs tag rel-0_2_4
2003-07-18 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Some bugfixes in src/filter/test, and some improvements in the
Makefile
* cvs tag rel-0_2_3
2003-05-20 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Serious bugfix: order of variables in systemmodel was fixed
x = 0, u = 1. Maybe we should completely rewrite the model
classes as a particular implementation of pdf.
* cvs tag rel-0_2_2
2003-05-16 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Redesign of model classes (Wim Meeussen)
* cvs tag rel-0_2_1-improved-model-class
2003-04-30 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Full support for Non-minimal state KF of TL (Wim Meeussen)
* release 0.2.1
2003-04-16 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Improved Kalman Classes (Wim Meeussen)
* Improved Documentation
* release 0.2.0 contains a fully working version of a particle
filter and both an extended kalman filter and IEKF.
2003-04-03 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Corrected severe bug in SVD in the matrix wrapper
* Improved API to allow multiple measurementmodels, updated
asynchronously. Testprograms should keep running without any
changes
* Kalman Filter code is now pretty stable (Wim Meeussen and Johan
Rutgeerts)
2003-03-13 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Extended Kalman Filter should now be working, together with the
non-linear analytical System and Measurement models with additive
Gaussian uncertainty. Ginac remains a problem in Debian unstable
* g++-3.2 transition succesfully survived, release 0.2.0 should be
arriving pretty soon now :-)
2003-03-04 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* release 0.1.0 contains support for symbolic manipulation of
non-linear system and measurements (dependency on ginac library
for symbolic manipulation)
2003-02-17 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* release 0.0.4 contains a more efficient implementation
of the samplefrom calls of the mcpdf classes and some bugfixes.
2002-12-13 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Release 0.0.3 contains a significant improvement of the build
system
2002-11-27 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* release 0.0.1-pre4
* Reworked the build system to ease the future automake/autoconf
transition
* Added libdir with libbayes.a
2002-11-18 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* release 0.0.1-pre3
* Redesigned conditionalgaussian class (bad design, introduced
coupling)
* Eliminated some classes that had become superfluous due to the
template classes (eg. analyticpdf, linearanalyticpdf, etc)
* Fully rewrote systemmodel and measurementmodel to eliminate
coupling (this coupling was due to bad design of
conditionalgaussian class)
2002-10-22 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Converted all base-classes into template ones, allowing for more
flexibility (discrete systems, hybrid systems)
2002-09-15 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* First release (0.0.1_pre1) that does what it must do, without
Segfaults
Wiki Tutorials
This package does not provide any links to tutorials in it's rosindex metadata.
You can check on the ROS Wiki Tutorials page for the package.
Dependant Packages
Name | Deps |
---|---|
robot_pose_ekf | |
leg_detector | |
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Package Summary
Tags | No category tags. |
Version | 0.8.0 |
License | LGPL |
Build type | CMAKE |
Use | RECOMMENDED |
Repository Summary
Checkout URI | https://github.com/ros-gbp/bfl-release.git |
VCS Type | git |
VCS Version | upstream |
Last Updated | 2019-02-09 |
Dev Status | MAINTAINED |
CI status | No Continuous Integration |
Released | RELEASED |
Tags | No category tags. |
Contributing |
Help Wanted (0)
Good First Issues (0) Pull Requests to Review (0) |
Package Description
This package contains a recent version of the Bayesian Filtering
Library (BFL), distributed by the Orocos Project. For stability
reasons, this package is currently locked to revision 31655 (April
19, 2010), but this revision will be updated on a regular basis to
the latest available BFL trunk. This ROS package does not modify
BFL in any way, it simply provides a convenient way to download and
compile the library, because BFL is not available from an OS package
manager. This ROS package compiles BFL with the Boost library for
matrix operations and random number generation.
Additional Links
Maintainers
- ROS Orphaned Package Maintainers
Authors
- Klaas Gadeyne, Wim Meeussen, Tinne Delaet and many others. See web page for a full contributor list. ROS package maintained by Wim Meeussen.
$Id$
//
// BFL: BAYESIAN FILTERING LIBRARY
//
//
// Copyright (C) 2002/2003/2004 Klaas Gadeyne <first dot last at gmail dot com>
//
// This library is free software; you can redistribute it and/or modify
// it under the terms of the GNU General Public License as published by
// the Free Software Foundation; either version 2 of the License, or
// (at your option) any later version.
//
// This program is distributed in the hope that it will be useful,
// but WITHOUT ANY WARRANTY; without even the implied warranty of
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
// GNU General Public License for more details.
//
// You should have received a copy of the GNU General Public License
// along with this program; if not, write to the Free Software
// Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA 02111-1307, USA.
//
This library encoporates ideas from several available software
libraries:
- Scene (Andrew Davison). See
<http://www.robots.ox.ac.uk/~ajd/Scene/>
- Bayes++ (from ACFR). See
<http://www.acfr.usyd.edu.au/technology/bayesianfilter/Bayes++.htm>
- The CES programming library (Sebastian Thrun). See
<http://www-2.cs.cmu.edu/afs/cs.cmu.edu/user/thrun/public_html/papers/thrun.ces-tr.html>
- Our own research with Bayesian methods for compliant motion problems
<http://www.mech.kuleuven.be/pma/research/manip/default_en.phtml>
It's most important features are:
- Released under the GNU LGPL licence
- Wrapper around matrix and RNG libraries, so you can use your own
favourite matrix library.
At 2004/03/02 wrappers exist for
=================================================
* The matrix/RNG wrapper library of LTIlib
<http://ltilib.sourceforge.net/doc/homepage/index.shtml>: a library
with algorithms and data structures frequently used in image
processing and computer vision.
* NEWMAT <http://www.robertnz.net/nm_intro.htm> Matrix Library
=================================================
* boost <http://www.boost.org/> RNG
- "Bayesian unifying Design". This allows to incorporate any Bayesian
filtering algorithm!
Currently the following filter schemes are implemented.
* Standard KF, EKF, IEKF and Non-minimal State KF (See
<http://people.mech.kuleuven.ac.be/~tlefebvr/publicaties/BayesStat.ps.gz>
* Standard Particle filter (arbitrary proposal), BootstrapFilter
(Proposal = System Model PDF), Auxiliary Particle filter, Extended
Kalman Particle Filter.
For further details about the design ideas, see the poster about the
library presented at Valencia 7, a conference about Bayesian
Statistics, available from
<http://people.mech.kuleuven.ac.be/~kgadeyne/doctoraat.html>
Also have a look at the filtering libraries home page
<http://www.orocos.org/bfl>
Tinne De Laet Contributed a tutorial which can be found on the
website.
<http://people.mech.kuleuven.be/~tdelaet/bfl_doc/getting_started_guide/getting_started_guide.html>
It discusses how to construct your first filter in bfl.
Wim Meeussen and Tinne De Laet contributed a installation guide which can be
found on the website.
<http://people.mech.kuleuven.be/~tdelaet/bfl_doc/installation_guide/installation_guide.html>
CHANGELOG
2008-01-07 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* Related to bug described in bug #475
* src/pdf/discrepdf.*: changed type of class variable _Values_p to
vector<Probability>
* src/filter/histogramfilter.cpp: adapted to changes of discretepdf
* tests/pdf_test.cpp: adapted to changes of discretepdf
* tests/complete_filter_test.cpp: adapted to changes of discretepdf
* examples/test_complete_filter.cpp: adapted to changes of discretepdf
* examples/discrete_filter/test_discrete_filter.cpp: adapted to changes of discretepdf
2007-12-20 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* Related to enhancement described in bug #472
* src/filter/histogramfilter.*/: added class for histogram filter
* tests/complete_filter_test.*: added tests to test new class
* examples/discrete_filter/*: added example of histogram filter
2007-12-20 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* According to bug # 471, I made the interpretation of dimension unique
* src/pdf/...: added a class variable _num_states to the discrete pdfs to
represent the number of discrete states
* tests/...: adapted according to changes in pdf
* examples/...: adapted according to changes in pdf
2007-12-20 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* src/pdf/uniform.*/: added class for uniform distribution
* tests/pdf_test.*: added tests to test new class
2007-12-20 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* src/rng/rng.*/: added method to sample from uniform distribution with
lower and upper border given
2007-08-10 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/matrixwrapper_test.cpp: some extra tests added according to bug#441
and existing test made more thoroughly
2007-05-25 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* Singular value decomposition and pseudoinverse added to the matrix wrapper
(revision 28197)
2007-05-21 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* Smoother example included (and thoroughly tested ofcourse)
2007-05-11 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* Scythe support re-activated
2007-05-10 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* add extensive testing for matrix/vector wrapper
2007-05-10 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* add first support for boost matrix/vector library
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* move experimental branch to new trunk location in orocos repository
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* update documentation for new build system. see bfl/docs/installation_guide.tex
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* Finished porting BFL to cmake build system
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* Replace the tests in the src folder with the cppunit tests in
the bfl/tests folder
* Replace the tests in the src folder with the examples in the
bfl/examples folder
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* Add the examples of the getting started guide to the BFL trunk
(Klaas should be happy now :-)
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* Moved the matrixWrapper into the BFL build system. The namespace
MatrixWrapper was kept however for backwards compatibility
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* replace all checks and cerr messages by assert
info, see <https://www.fmtc.be/orocos-bugzilla/show_bug.cgi?id=331>
2007-05-03 Klaas Gadeyne <first dot last at fmtc dot be>
* README and INSTALL: Remove references to scythe and update boost
info, see <https://www.fmtc.be/orocos-bugzilla/show_bug.cgi?id=297>
2007-05-02 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/model_test.*: added testLinearAnalytic MeasurementModelGaussianUncertainty
* src/model/linearanalyticmeasurementmodel_gaussianuncertainty.h: removed
typo from comment
2007-05-01 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/model_test.*: removed typo from cpp and added
testLinearSystemModelGaussianUncertainty to test suite
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* src/pdf/discreteconditionalpdf.cpp: removed TODO from indexGet, function
checked
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/model_test.* : included linearSystemModelGaussianUncertainty test in
model_test
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/model_test.* and tests/pdf_test.*: included mcpdf test in pdf_test
and discreteSytemModel test im model_test
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/pdf_test.* and tests/sample_test.cpp: removed operator [] out of
test files and replaces by () to prevent problems with newmat
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/pdf_test.* and tests/sample_test.cpp: moved latest version of tests
files to experimental branch and small changes to work in experimental
branch
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* src/pdf/discretepdf.*: applied path proposed by Klaas Gadeyne proposed on
the mailinglist on the day of the commit regarding BUG #298. Replaced return
type of ProbabilitySet by bool (originally void).
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* src/filter/innovationCheck*: solved source of warning noticed by Klaas
Gadeyne and reported on the mailingslist on 2007-04-27.
2007-04-19 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* test/sample_test.*: inserted I adapted the test program a
little bit in two points:(i) all values are set in the setup phase and not later on (was the case for
the Sample<int>, (ii) I added tests for Sample<double>
2007-04-18 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* iteratedextendedkalmanfilter*: add convergence test for iterated extended
kalman filter correction iteration.
2007-02-25 Klaas Gadeyne <first dot last at gmail dot com>
* configure.ac, acinclude.m4, doxyfile.in: Add m4 macro that
checks subversion revision number and uses that for doxygen
generated docu
2007-02-06 Klaas Gadeyne <first dot last at gmail dot com>
* Add CPPUNIT unit tests to allow regression testing
2006-03-15 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* New test files included (replaces the previous ones (except GINAC):
The goal of this test file (test_compare_filters.cpp) is to some filters for
the mobile robot localisation example. A nonlinear system model designed for
this example is added (nonlinearsystemmodel_gaussianuncertainty_mobile)
2005-11-19 Klaas Gadeyne <first dot last at gmail dot com>
* Add m4 macro's to allow enabling/disabling of the ginac code
* Wrap lti RNG generator classes: this reduces the dependency of
BFL to 1 lib and should avoid too much installation problems for
non-programmers.
* Add m4 macro's to allow enabling/disabling of the ginac code
* Wrap lti RNG generator classes: this reduces the dependency of
BFL to 1 lib and should avoid too much installation problems for
non-programmers.
2005-06-02 Wim Meeussen <first dot last at mech dot kuleuven dot ac dot be>
Lots of changes to improve performance of particle filters and to
allow the use of hybrid states:
* Replace std::list<> by std::vector<> to increase performance of
particle filters.
* Pass various arguments as reference to eliminate unnecessary
copies (especially of std::vector<> types containling long lists
of samples).
* C++-ify the Sample class.
* Remove template code that was specifically written for
ColumnVector type, and replace by template specialization where
necessary.
* Fix in Probability class to allow probability of zero.
2005-05-19 Klaas Gadeyne <first dot last at gmail dot com>
* Bring Ginac classes for symbolic derivation back in sync with
current API. Thx to Bart Demarsin for extensive testing and
providing example code.
* C++-ify some of the code.
2005-05-06 Klaas Gadeyne <first dot last at gmail dot com>
* Change license from GPL into LGPL everywhere, add a COPYING file
with test version of the licence and change email address in
source code copyright.
2005-05-03 Klaas Gadeyne <first dot last at gmail dot com>
* Remove if(ptr) before delete ptr in src tree. See
<http://www.parashift.com/c++-faq-lite/freestore-mgmt.html#faq-16.8>
2005-03-10 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/test/test_compare_filters.cpp (main): fix small typo
DEFAULT_ROT_SPEED should ofcourse be DEFAULT_NUM_SAMPLES
* Add documentation in the src/filter/test/ subdirectory about the
system and measurement model
2005-01-28 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* cvs tag rel-0_4_2
2005-01-12 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Add Square Root iterated extended Kalman Filter, provided by
Peter Slaets <peter dot slaets at hogelimb be>
2005-01-05 Wim Meeussen <wim dot meeussen at mech dot kuleuven dot ac dot be>
* Update Use new config file generated by matrix wrapper. Now you
only need to specify--with-matrix_wrapper=/path and not
--with-newmat=/path or --with-lti=/path
2004-12-09 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Fix yet another bug by Wim Meeussen in acinclude.m4 for use with
matrix wrapper
* Update installation instructions and Makefile for Scythe03
2004-11-15 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/particlefilter.cpp: Add some checks. Not completely
general, but general enough for now I guess.
2004-11-12 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Fix bug in design. No class representing Non-Analytical
Gaussian PDF.
2004-11-10 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* INSTALL (Note): Add notice about how to run the whole testsuite
at once
* Various: Fix and improve lots of stuff in the test
subdirectories after rechecking everything.
* src/sample/test/test_weightedsample.cpp: Add new wrapper stuff
and fix build system file Makefile.am
* Fixed bug in EKF code when no system model was present
2004-11-05 Wim Meeussen <wim dot meeussen at mech dot kuleuven dot ac dot be>
* src/wrapper/matrix replaced by external matrix library. For
installation instructions see INSTALL.
2004-07-05 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/EKparticlefilter.cpp (Resample): added resampling for
EK particle filter.
* API change resize -> ReSize()
* Fix stuff with mcpdf template stuff
* cvs tag rel-0_4_1-rc1
2004-07-02 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* First attempt to implement Extended Kalman Particle Filter.
Resampling not implemented yet.
2004-06-29 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Add extra level between ConditionalGaussian and
linearconditionalGaussian. ConditionalGaussian is now more
general and does not require additive noise anymore.
* src/pdf/mcpdf.cpp (ListOfSamplesSet): bugfix, forgot to update
CumPdf
* src/pdf/mcpdf.cpp (SampleFrom): Performance improvement in
Ripley sampling
2004-06-21 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/particlefilter.cpp (ResampleStep): Add dynamic
resampling algorithm.
2004-06-16 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/asirfilter.cpp (UpdateInternal): Sampling from
discrete index has to happen _every_ time. Therefor also split up
Resample() and ResampleStep in particlefilter class. + add some
"static" to params.
* src/filter/particlefilter.cpp (ProposalStepInternal): Important
bugfix in proposalstep method. Forgot to propagate weight!
* src/wrappers/matrix.cpp (Pseudoinverse): Fix to make this work
for non-square matrices (fix by Wim Meeussen).
* cvs tag rel-0_4_1-pre2
2004-06-09 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/particlefilter.cpp (ProposalStepInternal): Use O(N)
sampling here instead of O(N log(N))
* Put prereq autoconf version > 2.50 in
* Since libtool generates problems, only build static libs for now
by default.
2004-06-08 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/asirfilter.cpp (UpdateInternal): Hey hey, I can use
this add-changelog-Entry function from the buffer I'm working in
:). Added code for the Auxiliary filter, seems to work fine. No
performancetests yet.
* cvs tag rel-0_4_1-pre1
* Reworked filter polymorphism implementation. Should be far more
clear now.
* Added IEKF test to test_switch_kf_bootstrapfilter.cpp and
consequently renamed to test_compare_filters.cpp
* Preparation for ASIR filter algorithm
2004-06-07 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Removed old build system Makefiles
* changed some references to pointers to avoid const problems and
dirty implementation
2004-??-?? Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Changes: BFL now compiles with g++-3.4 (tested with version
from Debian experimental)
2004-03-27 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Heavily tested with all libraries and compilers
* cvs tag rel-0_4_0
2004-03-26 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Incorporate Support for automake and autoconf
* Several Minor bugfixes, most due to template specialization
* Small changes for compiling with gcc-3.4. This version is ever
more strict when it comes to C++ standard. You _need_ a modified
version of newmat and scythe for this.
* Rename ORO stuff (oroerr.h etc) into BFL
* Give constant.h bfl_ prefix
* cvs tag rel-0_4_0-rc2
2004-03-04 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Minor fixes to LTI matrix/vector bindings. Seems to work now,
at least all of the tests run fine with both LTI CVS code and
Newmat 11.
* Minor modifications to some of the PDF test programs
* Remove complete ginac dependency (I guess)
* cvs tag rel-0_4_0-rc1
2004-03-02 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Add matrix/vector bindings for ltilib
<http://ltilib.sourceforge.net/doc/homepage/index.shtml>
Thanks to Jean Bernard Hayet for providing these wrappers
* Some further elimination of Ginac dependency
* Adapted INSTALL, README etc with information on ltilib
2004-02-?? Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Minor Bug fixes and clearer comments
* cvs tag rel-0_4_0-pre2
2004-02-10 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Solved mean bugs in new code for particle filters. They seem to
be working now.
* Minor Bug fixes and clearer comments
* cvs tag rel-0_4_0-pre1
* move Non-Linear* models to non-linear*_ginac to avoid explicit
ginac dependency
2004-01-09 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Implemented faster sampling algorithm for MCPdf (O(N)) -> makes
a big performance difference for particle filters.
2003-12-13 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Implement a lot of filtering improvements to make stuff even
more general
* All code is fully templated now, still some bugs in the discrete
version though.
* cvs tag rel-0_4_0-pre1
2003-11-27 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Make some modifications to filter implementations (particularly
to particle filter to make stuff more general. Still should
implement some stuff though :-)
2003-10-07 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Some bugfixes in gaussian.cpp
* Small changes in conditionalpdf to ease debugging
* Adapt Makefile.Newmat to latest newmat code
* cvs tag rel-0_2_7
2003-09-01 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* 1 Uniform namespace across all code : BFL
* cvs tag rel-0_2_6
2003-08-19 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Bugfix in templates for MeasModel code
* Changed a lot of template class names S and T into something
more meaningful
* cvs tag rel-0_2_5
2003-07-29 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Jan Callewaert added some preliminary files for making
distributed visualization easier with opendx. See the HOWTO.
Some updates to the INSTALL file and small bugfixes too.
* cvs tag rel-0_2_4
2003-07-18 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Some bugfixes in src/filter/test, and some improvements in the
Makefile
* cvs tag rel-0_2_3
2003-05-20 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Serious bugfix: order of variables in systemmodel was fixed
x = 0, u = 1. Maybe we should completely rewrite the model
classes as a particular implementation of pdf.
* cvs tag rel-0_2_2
2003-05-16 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Redesign of model classes (Wim Meeussen)
* cvs tag rel-0_2_1-improved-model-class
2003-04-30 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Full support for Non-minimal state KF of TL (Wim Meeussen)
* release 0.2.1
2003-04-16 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Improved Kalman Classes (Wim Meeussen)
* Improved Documentation
* release 0.2.0 contains a fully working version of a particle
filter and both an extended kalman filter and IEKF.
2003-04-03 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Corrected severe bug in SVD in the matrix wrapper
* Improved API to allow multiple measurementmodels, updated
asynchronously. Testprograms should keep running without any
changes
* Kalman Filter code is now pretty stable (Wim Meeussen and Johan
Rutgeerts)
2003-03-13 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Extended Kalman Filter should now be working, together with the
non-linear analytical System and Measurement models with additive
Gaussian uncertainty. Ginac remains a problem in Debian unstable
* g++-3.2 transition succesfully survived, release 0.2.0 should be
arriving pretty soon now :-)
2003-03-04 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* release 0.1.0 contains support for symbolic manipulation of
non-linear system and measurements (dependency on ginac library
for symbolic manipulation)
2003-02-17 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* release 0.0.4 contains a more efficient implementation
of the samplefrom calls of the mcpdf classes and some bugfixes.
2002-12-13 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Release 0.0.3 contains a significant improvement of the build
system
2002-11-27 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* release 0.0.1-pre4
* Reworked the build system to ease the future automake/autoconf
transition
* Added libdir with libbayes.a
2002-11-18 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* release 0.0.1-pre3
* Redesigned conditionalgaussian class (bad design, introduced
coupling)
* Eliminated some classes that had become superfluous due to the
template classes (eg. analyticpdf, linearanalyticpdf, etc)
* Fully rewrote systemmodel and measurementmodel to eliminate
coupling (this coupling was due to bad design of
conditionalgaussian class)
2002-10-22 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Converted all base-classes into template ones, allowing for more
flexibility (discrete systems, hybrid systems)
2002-09-15 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* First release (0.0.1_pre1) that does what it must do, without
Segfaults
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Recent questions tagged bfl at Robotics Stack Exchange
Package Summary
Tags | No category tags. |
Version | 0.8.0 |
License | LGPL |
Build type | CMAKE |
Use | RECOMMENDED |
Repository Summary
Checkout URI | https://github.com/ros-gbp/bfl-release.git |
VCS Type | git |
VCS Version | upstream |
Last Updated | 2019-02-09 |
Dev Status | MAINTAINED |
CI status | No Continuous Integration |
Released | RELEASED |
Tags | No category tags. |
Contributing |
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Package Description
This package contains a recent version of the Bayesian Filtering
Library (BFL), distributed by the Orocos Project. For stability
reasons, this package is currently locked to revision 31655 (April
19, 2010), but this revision will be updated on a regular basis to
the latest available BFL trunk. This ROS package does not modify
BFL in any way, it simply provides a convenient way to download and
compile the library, because BFL is not available from an OS package
manager. This ROS package compiles BFL with the Boost library for
matrix operations and random number generation.
Additional Links
Maintainers
- ROS Orphaned Package Maintainers
Authors
- Klaas Gadeyne, Wim Meeussen, Tinne Delaet and many others. See web page for a full contributor list. ROS package maintained by Wim Meeussen.
$Id$
//
// BFL: BAYESIAN FILTERING LIBRARY
//
//
// Copyright (C) 2002/2003/2004 Klaas Gadeyne <first dot last at gmail dot com>
//
// This library is free software; you can redistribute it and/or modify
// it under the terms of the GNU General Public License as published by
// the Free Software Foundation; either version 2 of the License, or
// (at your option) any later version.
//
// This program is distributed in the hope that it will be useful,
// but WITHOUT ANY WARRANTY; without even the implied warranty of
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
// GNU General Public License for more details.
//
// You should have received a copy of the GNU General Public License
// along with this program; if not, write to the Free Software
// Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA 02111-1307, USA.
//
This library encoporates ideas from several available software
libraries:
- Scene (Andrew Davison). See
<http://www.robots.ox.ac.uk/~ajd/Scene/>
- Bayes++ (from ACFR). See
<http://www.acfr.usyd.edu.au/technology/bayesianfilter/Bayes++.htm>
- The CES programming library (Sebastian Thrun). See
<http://www-2.cs.cmu.edu/afs/cs.cmu.edu/user/thrun/public_html/papers/thrun.ces-tr.html>
- Our own research with Bayesian methods for compliant motion problems
<http://www.mech.kuleuven.be/pma/research/manip/default_en.phtml>
It's most important features are:
- Released under the GNU LGPL licence
- Wrapper around matrix and RNG libraries, so you can use your own
favourite matrix library.
At 2004/03/02 wrappers exist for
=================================================
* The matrix/RNG wrapper library of LTIlib
<http://ltilib.sourceforge.net/doc/homepage/index.shtml>: a library
with algorithms and data structures frequently used in image
processing and computer vision.
* NEWMAT <http://www.robertnz.net/nm_intro.htm> Matrix Library
=================================================
* boost <http://www.boost.org/> RNG
- "Bayesian unifying Design". This allows to incorporate any Bayesian
filtering algorithm!
Currently the following filter schemes are implemented.
* Standard KF, EKF, IEKF and Non-minimal State KF (See
<http://people.mech.kuleuven.ac.be/~tlefebvr/publicaties/BayesStat.ps.gz>
* Standard Particle filter (arbitrary proposal), BootstrapFilter
(Proposal = System Model PDF), Auxiliary Particle filter, Extended
Kalman Particle Filter.
For further details about the design ideas, see the poster about the
library presented at Valencia 7, a conference about Bayesian
Statistics, available from
<http://people.mech.kuleuven.ac.be/~kgadeyne/doctoraat.html>
Also have a look at the filtering libraries home page
<http://www.orocos.org/bfl>
Tinne De Laet Contributed a tutorial which can be found on the
website.
<http://people.mech.kuleuven.be/~tdelaet/bfl_doc/getting_started_guide/getting_started_guide.html>
It discusses how to construct your first filter in bfl.
Wim Meeussen and Tinne De Laet contributed a installation guide which can be
found on the website.
<http://people.mech.kuleuven.be/~tdelaet/bfl_doc/installation_guide/installation_guide.html>
CHANGELOG
2008-01-07 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* Related to bug described in bug #475
* src/pdf/discrepdf.*: changed type of class variable _Values_p to
vector<Probability>
* src/filter/histogramfilter.cpp: adapted to changes of discretepdf
* tests/pdf_test.cpp: adapted to changes of discretepdf
* tests/complete_filter_test.cpp: adapted to changes of discretepdf
* examples/test_complete_filter.cpp: adapted to changes of discretepdf
* examples/discrete_filter/test_discrete_filter.cpp: adapted to changes of discretepdf
2007-12-20 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* Related to enhancement described in bug #472
* src/filter/histogramfilter.*/: added class for histogram filter
* tests/complete_filter_test.*: added tests to test new class
* examples/discrete_filter/*: added example of histogram filter
2007-12-20 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* According to bug # 471, I made the interpretation of dimension unique
* src/pdf/...: added a class variable _num_states to the discrete pdfs to
represent the number of discrete states
* tests/...: adapted according to changes in pdf
* examples/...: adapted according to changes in pdf
2007-12-20 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* src/pdf/uniform.*/: added class for uniform distribution
* tests/pdf_test.*: added tests to test new class
2007-12-20 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* src/rng/rng.*/: added method to sample from uniform distribution with
lower and upper border given
2007-08-10 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/matrixwrapper_test.cpp: some extra tests added according to bug#441
and existing test made more thoroughly
2007-05-25 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* Singular value decomposition and pseudoinverse added to the matrix wrapper
(revision 28197)
2007-05-21 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* Smoother example included (and thoroughly tested ofcourse)
2007-05-11 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* Scythe support re-activated
2007-05-10 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* add extensive testing for matrix/vector wrapper
2007-05-10 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* add first support for boost matrix/vector library
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* move experimental branch to new trunk location in orocos repository
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* update documentation for new build system. see bfl/docs/installation_guide.tex
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* Finished porting BFL to cmake build system
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* Replace the tests in the src folder with the cppunit tests in
the bfl/tests folder
* Replace the tests in the src folder with the examples in the
bfl/examples folder
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* Add the examples of the getting started guide to the BFL trunk
(Klaas should be happy now :-)
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* Moved the matrixWrapper into the BFL build system. The namespace
MatrixWrapper was kept however for backwards compatibility
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* replace all checks and cerr messages by assert
info, see <https://www.fmtc.be/orocos-bugzilla/show_bug.cgi?id=331>
2007-05-03 Klaas Gadeyne <first dot last at fmtc dot be>
* README and INSTALL: Remove references to scythe and update boost
info, see <https://www.fmtc.be/orocos-bugzilla/show_bug.cgi?id=297>
2007-05-02 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/model_test.*: added testLinearAnalytic MeasurementModelGaussianUncertainty
* src/model/linearanalyticmeasurementmodel_gaussianuncertainty.h: removed
typo from comment
2007-05-01 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/model_test.*: removed typo from cpp and added
testLinearSystemModelGaussianUncertainty to test suite
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* src/pdf/discreteconditionalpdf.cpp: removed TODO from indexGet, function
checked
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/model_test.* : included linearSystemModelGaussianUncertainty test in
model_test
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/model_test.* and tests/pdf_test.*: included mcpdf test in pdf_test
and discreteSytemModel test im model_test
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/pdf_test.* and tests/sample_test.cpp: removed operator [] out of
test files and replaces by () to prevent problems with newmat
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/pdf_test.* and tests/sample_test.cpp: moved latest version of tests
files to experimental branch and small changes to work in experimental
branch
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* src/pdf/discretepdf.*: applied path proposed by Klaas Gadeyne proposed on
the mailinglist on the day of the commit regarding BUG #298. Replaced return
type of ProbabilitySet by bool (originally void).
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* src/filter/innovationCheck*: solved source of warning noticed by Klaas
Gadeyne and reported on the mailingslist on 2007-04-27.
2007-04-19 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* test/sample_test.*: inserted I adapted the test program a
little bit in two points:(i) all values are set in the setup phase and not later on (was the case for
the Sample<int>, (ii) I added tests for Sample<double>
2007-04-18 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* iteratedextendedkalmanfilter*: add convergence test for iterated extended
kalman filter correction iteration.
2007-02-25 Klaas Gadeyne <first dot last at gmail dot com>
* configure.ac, acinclude.m4, doxyfile.in: Add m4 macro that
checks subversion revision number and uses that for doxygen
generated docu
2007-02-06 Klaas Gadeyne <first dot last at gmail dot com>
* Add CPPUNIT unit tests to allow regression testing
2006-03-15 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* New test files included (replaces the previous ones (except GINAC):
The goal of this test file (test_compare_filters.cpp) is to some filters for
the mobile robot localisation example. A nonlinear system model designed for
this example is added (nonlinearsystemmodel_gaussianuncertainty_mobile)
2005-11-19 Klaas Gadeyne <first dot last at gmail dot com>
* Add m4 macro's to allow enabling/disabling of the ginac code
* Wrap lti RNG generator classes: this reduces the dependency of
BFL to 1 lib and should avoid too much installation problems for
non-programmers.
* Add m4 macro's to allow enabling/disabling of the ginac code
* Wrap lti RNG generator classes: this reduces the dependency of
BFL to 1 lib and should avoid too much installation problems for
non-programmers.
2005-06-02 Wim Meeussen <first dot last at mech dot kuleuven dot ac dot be>
Lots of changes to improve performance of particle filters and to
allow the use of hybrid states:
* Replace std::list<> by std::vector<> to increase performance of
particle filters.
* Pass various arguments as reference to eliminate unnecessary
copies (especially of std::vector<> types containling long lists
of samples).
* C++-ify the Sample class.
* Remove template code that was specifically written for
ColumnVector type, and replace by template specialization where
necessary.
* Fix in Probability class to allow probability of zero.
2005-05-19 Klaas Gadeyne <first dot last at gmail dot com>
* Bring Ginac classes for symbolic derivation back in sync with
current API. Thx to Bart Demarsin for extensive testing and
providing example code.
* C++-ify some of the code.
2005-05-06 Klaas Gadeyne <first dot last at gmail dot com>
* Change license from GPL into LGPL everywhere, add a COPYING file
with test version of the licence and change email address in
source code copyright.
2005-05-03 Klaas Gadeyne <first dot last at gmail dot com>
* Remove if(ptr) before delete ptr in src tree. See
<http://www.parashift.com/c++-faq-lite/freestore-mgmt.html#faq-16.8>
2005-03-10 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/test/test_compare_filters.cpp (main): fix small typo
DEFAULT_ROT_SPEED should ofcourse be DEFAULT_NUM_SAMPLES
* Add documentation in the src/filter/test/ subdirectory about the
system and measurement model
2005-01-28 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* cvs tag rel-0_4_2
2005-01-12 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Add Square Root iterated extended Kalman Filter, provided by
Peter Slaets <peter dot slaets at hogelimb be>
2005-01-05 Wim Meeussen <wim dot meeussen at mech dot kuleuven dot ac dot be>
* Update Use new config file generated by matrix wrapper. Now you
only need to specify--with-matrix_wrapper=/path and not
--with-newmat=/path or --with-lti=/path
2004-12-09 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Fix yet another bug by Wim Meeussen in acinclude.m4 for use with
matrix wrapper
* Update installation instructions and Makefile for Scythe03
2004-11-15 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/particlefilter.cpp: Add some checks. Not completely
general, but general enough for now I guess.
2004-11-12 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Fix bug in design. No class representing Non-Analytical
Gaussian PDF.
2004-11-10 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* INSTALL (Note): Add notice about how to run the whole testsuite
at once
* Various: Fix and improve lots of stuff in the test
subdirectories after rechecking everything.
* src/sample/test/test_weightedsample.cpp: Add new wrapper stuff
and fix build system file Makefile.am
* Fixed bug in EKF code when no system model was present
2004-11-05 Wim Meeussen <wim dot meeussen at mech dot kuleuven dot ac dot be>
* src/wrapper/matrix replaced by external matrix library. For
installation instructions see INSTALL.
2004-07-05 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/EKparticlefilter.cpp (Resample): added resampling for
EK particle filter.
* API change resize -> ReSize()
* Fix stuff with mcpdf template stuff
* cvs tag rel-0_4_1-rc1
2004-07-02 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* First attempt to implement Extended Kalman Particle Filter.
Resampling not implemented yet.
2004-06-29 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Add extra level between ConditionalGaussian and
linearconditionalGaussian. ConditionalGaussian is now more
general and does not require additive noise anymore.
* src/pdf/mcpdf.cpp (ListOfSamplesSet): bugfix, forgot to update
CumPdf
* src/pdf/mcpdf.cpp (SampleFrom): Performance improvement in
Ripley sampling
2004-06-21 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/particlefilter.cpp (ResampleStep): Add dynamic
resampling algorithm.
2004-06-16 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/asirfilter.cpp (UpdateInternal): Sampling from
discrete index has to happen _every_ time. Therefor also split up
Resample() and ResampleStep in particlefilter class. + add some
"static" to params.
* src/filter/particlefilter.cpp (ProposalStepInternal): Important
bugfix in proposalstep method. Forgot to propagate weight!
* src/wrappers/matrix.cpp (Pseudoinverse): Fix to make this work
for non-square matrices (fix by Wim Meeussen).
* cvs tag rel-0_4_1-pre2
2004-06-09 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/particlefilter.cpp (ProposalStepInternal): Use O(N)
sampling here instead of O(N log(N))
* Put prereq autoconf version > 2.50 in
* Since libtool generates problems, only build static libs for now
by default.
2004-06-08 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/asirfilter.cpp (UpdateInternal): Hey hey, I can use
this add-changelog-Entry function from the buffer I'm working in
:). Added code for the Auxiliary filter, seems to work fine. No
performancetests yet.
* cvs tag rel-0_4_1-pre1
* Reworked filter polymorphism implementation. Should be far more
clear now.
* Added IEKF test to test_switch_kf_bootstrapfilter.cpp and
consequently renamed to test_compare_filters.cpp
* Preparation for ASIR filter algorithm
2004-06-07 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Removed old build system Makefiles
* changed some references to pointers to avoid const problems and
dirty implementation
2004-??-?? Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Changes: BFL now compiles with g++-3.4 (tested with version
from Debian experimental)
2004-03-27 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Heavily tested with all libraries and compilers
* cvs tag rel-0_4_0
2004-03-26 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Incorporate Support for automake and autoconf
* Several Minor bugfixes, most due to template specialization
* Small changes for compiling with gcc-3.4. This version is ever
more strict when it comes to C++ standard. You _need_ a modified
version of newmat and scythe for this.
* Rename ORO stuff (oroerr.h etc) into BFL
* Give constant.h bfl_ prefix
* cvs tag rel-0_4_0-rc2
2004-03-04 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Minor fixes to LTI matrix/vector bindings. Seems to work now,
at least all of the tests run fine with both LTI CVS code and
Newmat 11.
* Minor modifications to some of the PDF test programs
* Remove complete ginac dependency (I guess)
* cvs tag rel-0_4_0-rc1
2004-03-02 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Add matrix/vector bindings for ltilib
<http://ltilib.sourceforge.net/doc/homepage/index.shtml>
Thanks to Jean Bernard Hayet for providing these wrappers
* Some further elimination of Ginac dependency
* Adapted INSTALL, README etc with information on ltilib
2004-02-?? Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Minor Bug fixes and clearer comments
* cvs tag rel-0_4_0-pre2
2004-02-10 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Solved mean bugs in new code for particle filters. They seem to
be working now.
* Minor Bug fixes and clearer comments
* cvs tag rel-0_4_0-pre1
* move Non-Linear* models to non-linear*_ginac to avoid explicit
ginac dependency
2004-01-09 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Implemented faster sampling algorithm for MCPdf (O(N)) -> makes
a big performance difference for particle filters.
2003-12-13 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Implement a lot of filtering improvements to make stuff even
more general
* All code is fully templated now, still some bugs in the discrete
version though.
* cvs tag rel-0_4_0-pre1
2003-11-27 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Make some modifications to filter implementations (particularly
to particle filter to make stuff more general. Still should
implement some stuff though :-)
2003-10-07 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Some bugfixes in gaussian.cpp
* Small changes in conditionalpdf to ease debugging
* Adapt Makefile.Newmat to latest newmat code
* cvs tag rel-0_2_7
2003-09-01 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* 1 Uniform namespace across all code : BFL
* cvs tag rel-0_2_6
2003-08-19 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Bugfix in templates for MeasModel code
* Changed a lot of template class names S and T into something
more meaningful
* cvs tag rel-0_2_5
2003-07-29 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Jan Callewaert added some preliminary files for making
distributed visualization easier with opendx. See the HOWTO.
Some updates to the INSTALL file and small bugfixes too.
* cvs tag rel-0_2_4
2003-07-18 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Some bugfixes in src/filter/test, and some improvements in the
Makefile
* cvs tag rel-0_2_3
2003-05-20 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Serious bugfix: order of variables in systemmodel was fixed
x = 0, u = 1. Maybe we should completely rewrite the model
classes as a particular implementation of pdf.
* cvs tag rel-0_2_2
2003-05-16 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Redesign of model classes (Wim Meeussen)
* cvs tag rel-0_2_1-improved-model-class
2003-04-30 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Full support for Non-minimal state KF of TL (Wim Meeussen)
* release 0.2.1
2003-04-16 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Improved Kalman Classes (Wim Meeussen)
* Improved Documentation
* release 0.2.0 contains a fully working version of a particle
filter and both an extended kalman filter and IEKF.
2003-04-03 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Corrected severe bug in SVD in the matrix wrapper
* Improved API to allow multiple measurementmodels, updated
asynchronously. Testprograms should keep running without any
changes
* Kalman Filter code is now pretty stable (Wim Meeussen and Johan
Rutgeerts)
2003-03-13 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Extended Kalman Filter should now be working, together with the
non-linear analytical System and Measurement models with additive
Gaussian uncertainty. Ginac remains a problem in Debian unstable
* g++-3.2 transition succesfully survived, release 0.2.0 should be
arriving pretty soon now :-)
2003-03-04 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* release 0.1.0 contains support for symbolic manipulation of
non-linear system and measurements (dependency on ginac library
for symbolic manipulation)
2003-02-17 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* release 0.0.4 contains a more efficient implementation
of the samplefrom calls of the mcpdf classes and some bugfixes.
2002-12-13 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Release 0.0.3 contains a significant improvement of the build
system
2002-11-27 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* release 0.0.1-pre4
* Reworked the build system to ease the future automake/autoconf
transition
* Added libdir with libbayes.a
2002-11-18 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* release 0.0.1-pre3
* Redesigned conditionalgaussian class (bad design, introduced
coupling)
* Eliminated some classes that had become superfluous due to the
template classes (eg. analyticpdf, linearanalyticpdf, etc)
* Fully rewrote systemmodel and measurementmodel to eliminate
coupling (this coupling was due to bad design of
conditionalgaussian class)
2002-10-22 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Converted all base-classes into template ones, allowing for more
flexibility (discrete systems, hybrid systems)
2002-09-15 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* First release (0.0.1_pre1) that does what it must do, without
Segfaults
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You can check on the ROS Wiki Tutorials page for the package.
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Recent questions tagged bfl at Robotics Stack Exchange
Package Summary
Tags | No category tags. |
Version | 0.8.0 |
License | LGPL |
Build type | CMAKE |
Use | RECOMMENDED |
Repository Summary
Checkout URI | https://github.com/ros-gbp/bfl-release.git |
VCS Type | git |
VCS Version | upstream |
Last Updated | 2019-02-09 |
Dev Status | MAINTAINED |
CI status | No Continuous Integration |
Released | RELEASED |
Tags | No category tags. |
Contributing |
Help Wanted (0)
Good First Issues (0) Pull Requests to Review (0) |
Package Description
This package contains a recent version of the Bayesian Filtering
Library (BFL), distributed by the Orocos Project. For stability
reasons, this package is currently locked to revision 31655 (April
19, 2010), but this revision will be updated on a regular basis to
the latest available BFL trunk. This ROS package does not modify
BFL in any way, it simply provides a convenient way to download and
compile the library, because BFL is not available from an OS package
manager. This ROS package compiles BFL with the Boost library for
matrix operations and random number generation.
Additional Links
Maintainers
- ROS Orphaned Package Maintainers
Authors
- Klaas Gadeyne, Wim Meeussen, Tinne Delaet and many others. See web page for a full contributor list. ROS package maintained by Wim Meeussen.
$Id$
//
// BFL: BAYESIAN FILTERING LIBRARY
//
//
// Copyright (C) 2002/2003/2004 Klaas Gadeyne <first dot last at gmail dot com>
//
// This library is free software; you can redistribute it and/or modify
// it under the terms of the GNU General Public License as published by
// the Free Software Foundation; either version 2 of the License, or
// (at your option) any later version.
//
// This program is distributed in the hope that it will be useful,
// but WITHOUT ANY WARRANTY; without even the implied warranty of
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
// GNU General Public License for more details.
//
// You should have received a copy of the GNU General Public License
// along with this program; if not, write to the Free Software
// Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA 02111-1307, USA.
//
This library encoporates ideas from several available software
libraries:
- Scene (Andrew Davison). See
<http://www.robots.ox.ac.uk/~ajd/Scene/>
- Bayes++ (from ACFR). See
<http://www.acfr.usyd.edu.au/technology/bayesianfilter/Bayes++.htm>
- The CES programming library (Sebastian Thrun). See
<http://www-2.cs.cmu.edu/afs/cs.cmu.edu/user/thrun/public_html/papers/thrun.ces-tr.html>
- Our own research with Bayesian methods for compliant motion problems
<http://www.mech.kuleuven.be/pma/research/manip/default_en.phtml>
It's most important features are:
- Released under the GNU LGPL licence
- Wrapper around matrix and RNG libraries, so you can use your own
favourite matrix library.
At 2004/03/02 wrappers exist for
=================================================
* The matrix/RNG wrapper library of LTIlib
<http://ltilib.sourceforge.net/doc/homepage/index.shtml>: a library
with algorithms and data structures frequently used in image
processing and computer vision.
* NEWMAT <http://www.robertnz.net/nm_intro.htm> Matrix Library
=================================================
* boost <http://www.boost.org/> RNG
- "Bayesian unifying Design". This allows to incorporate any Bayesian
filtering algorithm!
Currently the following filter schemes are implemented.
* Standard KF, EKF, IEKF and Non-minimal State KF (See
<http://people.mech.kuleuven.ac.be/~tlefebvr/publicaties/BayesStat.ps.gz>
* Standard Particle filter (arbitrary proposal), BootstrapFilter
(Proposal = System Model PDF), Auxiliary Particle filter, Extended
Kalman Particle Filter.
For further details about the design ideas, see the poster about the
library presented at Valencia 7, a conference about Bayesian
Statistics, available from
<http://people.mech.kuleuven.ac.be/~kgadeyne/doctoraat.html>
Also have a look at the filtering libraries home page
<http://www.orocos.org/bfl>
Tinne De Laet Contributed a tutorial which can be found on the
website.
<http://people.mech.kuleuven.be/~tdelaet/bfl_doc/getting_started_guide/getting_started_guide.html>
It discusses how to construct your first filter in bfl.
Wim Meeussen and Tinne De Laet contributed a installation guide which can be
found on the website.
<http://people.mech.kuleuven.be/~tdelaet/bfl_doc/installation_guide/installation_guide.html>
CHANGELOG
2008-01-07 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* Related to bug described in bug #475
* src/pdf/discrepdf.*: changed type of class variable _Values_p to
vector<Probability>
* src/filter/histogramfilter.cpp: adapted to changes of discretepdf
* tests/pdf_test.cpp: adapted to changes of discretepdf
* tests/complete_filter_test.cpp: adapted to changes of discretepdf
* examples/test_complete_filter.cpp: adapted to changes of discretepdf
* examples/discrete_filter/test_discrete_filter.cpp: adapted to changes of discretepdf
2007-12-20 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* Related to enhancement described in bug #472
* src/filter/histogramfilter.*/: added class for histogram filter
* tests/complete_filter_test.*: added tests to test new class
* examples/discrete_filter/*: added example of histogram filter
2007-12-20 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* According to bug # 471, I made the interpretation of dimension unique
* src/pdf/...: added a class variable _num_states to the discrete pdfs to
represent the number of discrete states
* tests/...: adapted according to changes in pdf
* examples/...: adapted according to changes in pdf
2007-12-20 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* src/pdf/uniform.*/: added class for uniform distribution
* tests/pdf_test.*: added tests to test new class
2007-12-20 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* src/rng/rng.*/: added method to sample from uniform distribution with
lower and upper border given
2007-08-10 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/matrixwrapper_test.cpp: some extra tests added according to bug#441
and existing test made more thoroughly
2007-05-25 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* Singular value decomposition and pseudoinverse added to the matrix wrapper
(revision 28197)
2007-05-21 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* Smoother example included (and thoroughly tested ofcourse)
2007-05-11 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* Scythe support re-activated
2007-05-10 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* add extensive testing for matrix/vector wrapper
2007-05-10 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* add first support for boost matrix/vector library
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* move experimental branch to new trunk location in orocos repository
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* update documentation for new build system. see bfl/docs/installation_guide.tex
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* Finished porting BFL to cmake build system
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* Replace the tests in the src folder with the cppunit tests in
the bfl/tests folder
* Replace the tests in the src folder with the examples in the
bfl/examples folder
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* Add the examples of the getting started guide to the BFL trunk
(Klaas should be happy now :-)
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* Moved the matrixWrapper into the BFL build system. The namespace
MatrixWrapper was kept however for backwards compatibility
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* replace all checks and cerr messages by assert
info, see <https://www.fmtc.be/orocos-bugzilla/show_bug.cgi?id=331>
2007-05-03 Klaas Gadeyne <first dot last at fmtc dot be>
* README and INSTALL: Remove references to scythe and update boost
info, see <https://www.fmtc.be/orocos-bugzilla/show_bug.cgi?id=297>
2007-05-02 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/model_test.*: added testLinearAnalytic MeasurementModelGaussianUncertainty
* src/model/linearanalyticmeasurementmodel_gaussianuncertainty.h: removed
typo from comment
2007-05-01 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/model_test.*: removed typo from cpp and added
testLinearSystemModelGaussianUncertainty to test suite
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* src/pdf/discreteconditionalpdf.cpp: removed TODO from indexGet, function
checked
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/model_test.* : included linearSystemModelGaussianUncertainty test in
model_test
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/model_test.* and tests/pdf_test.*: included mcpdf test in pdf_test
and discreteSytemModel test im model_test
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/pdf_test.* and tests/sample_test.cpp: removed operator [] out of
test files and replaces by () to prevent problems with newmat
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/pdf_test.* and tests/sample_test.cpp: moved latest version of tests
files to experimental branch and small changes to work in experimental
branch
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* src/pdf/discretepdf.*: applied path proposed by Klaas Gadeyne proposed on
the mailinglist on the day of the commit regarding BUG #298. Replaced return
type of ProbabilitySet by bool (originally void).
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* src/filter/innovationCheck*: solved source of warning noticed by Klaas
Gadeyne and reported on the mailingslist on 2007-04-27.
2007-04-19 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* test/sample_test.*: inserted I adapted the test program a
little bit in two points:(i) all values are set in the setup phase and not later on (was the case for
the Sample<int>, (ii) I added tests for Sample<double>
2007-04-18 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* iteratedextendedkalmanfilter*: add convergence test for iterated extended
kalman filter correction iteration.
2007-02-25 Klaas Gadeyne <first dot last at gmail dot com>
* configure.ac, acinclude.m4, doxyfile.in: Add m4 macro that
checks subversion revision number and uses that for doxygen
generated docu
2007-02-06 Klaas Gadeyne <first dot last at gmail dot com>
* Add CPPUNIT unit tests to allow regression testing
2006-03-15 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* New test files included (replaces the previous ones (except GINAC):
The goal of this test file (test_compare_filters.cpp) is to some filters for
the mobile robot localisation example. A nonlinear system model designed for
this example is added (nonlinearsystemmodel_gaussianuncertainty_mobile)
2005-11-19 Klaas Gadeyne <first dot last at gmail dot com>
* Add m4 macro's to allow enabling/disabling of the ginac code
* Wrap lti RNG generator classes: this reduces the dependency of
BFL to 1 lib and should avoid too much installation problems for
non-programmers.
* Add m4 macro's to allow enabling/disabling of the ginac code
* Wrap lti RNG generator classes: this reduces the dependency of
BFL to 1 lib and should avoid too much installation problems for
non-programmers.
2005-06-02 Wim Meeussen <first dot last at mech dot kuleuven dot ac dot be>
Lots of changes to improve performance of particle filters and to
allow the use of hybrid states:
* Replace std::list<> by std::vector<> to increase performance of
particle filters.
* Pass various arguments as reference to eliminate unnecessary
copies (especially of std::vector<> types containling long lists
of samples).
* C++-ify the Sample class.
* Remove template code that was specifically written for
ColumnVector type, and replace by template specialization where
necessary.
* Fix in Probability class to allow probability of zero.
2005-05-19 Klaas Gadeyne <first dot last at gmail dot com>
* Bring Ginac classes for symbolic derivation back in sync with
current API. Thx to Bart Demarsin for extensive testing and
providing example code.
* C++-ify some of the code.
2005-05-06 Klaas Gadeyne <first dot last at gmail dot com>
* Change license from GPL into LGPL everywhere, add a COPYING file
with test version of the licence and change email address in
source code copyright.
2005-05-03 Klaas Gadeyne <first dot last at gmail dot com>
* Remove if(ptr) before delete ptr in src tree. See
<http://www.parashift.com/c++-faq-lite/freestore-mgmt.html#faq-16.8>
2005-03-10 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/test/test_compare_filters.cpp (main): fix small typo
DEFAULT_ROT_SPEED should ofcourse be DEFAULT_NUM_SAMPLES
* Add documentation in the src/filter/test/ subdirectory about the
system and measurement model
2005-01-28 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* cvs tag rel-0_4_2
2005-01-12 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Add Square Root iterated extended Kalman Filter, provided by
Peter Slaets <peter dot slaets at hogelimb be>
2005-01-05 Wim Meeussen <wim dot meeussen at mech dot kuleuven dot ac dot be>
* Update Use new config file generated by matrix wrapper. Now you
only need to specify--with-matrix_wrapper=/path and not
--with-newmat=/path or --with-lti=/path
2004-12-09 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Fix yet another bug by Wim Meeussen in acinclude.m4 for use with
matrix wrapper
* Update installation instructions and Makefile for Scythe03
2004-11-15 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/particlefilter.cpp: Add some checks. Not completely
general, but general enough for now I guess.
2004-11-12 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Fix bug in design. No class representing Non-Analytical
Gaussian PDF.
2004-11-10 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* INSTALL (Note): Add notice about how to run the whole testsuite
at once
* Various: Fix and improve lots of stuff in the test
subdirectories after rechecking everything.
* src/sample/test/test_weightedsample.cpp: Add new wrapper stuff
and fix build system file Makefile.am
* Fixed bug in EKF code when no system model was present
2004-11-05 Wim Meeussen <wim dot meeussen at mech dot kuleuven dot ac dot be>
* src/wrapper/matrix replaced by external matrix library. For
installation instructions see INSTALL.
2004-07-05 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/EKparticlefilter.cpp (Resample): added resampling for
EK particle filter.
* API change resize -> ReSize()
* Fix stuff with mcpdf template stuff
* cvs tag rel-0_4_1-rc1
2004-07-02 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* First attempt to implement Extended Kalman Particle Filter.
Resampling not implemented yet.
2004-06-29 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Add extra level between ConditionalGaussian and
linearconditionalGaussian. ConditionalGaussian is now more
general and does not require additive noise anymore.
* src/pdf/mcpdf.cpp (ListOfSamplesSet): bugfix, forgot to update
CumPdf
* src/pdf/mcpdf.cpp (SampleFrom): Performance improvement in
Ripley sampling
2004-06-21 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/particlefilter.cpp (ResampleStep): Add dynamic
resampling algorithm.
2004-06-16 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/asirfilter.cpp (UpdateInternal): Sampling from
discrete index has to happen _every_ time. Therefor also split up
Resample() and ResampleStep in particlefilter class. + add some
"static" to params.
* src/filter/particlefilter.cpp (ProposalStepInternal): Important
bugfix in proposalstep method. Forgot to propagate weight!
* src/wrappers/matrix.cpp (Pseudoinverse): Fix to make this work
for non-square matrices (fix by Wim Meeussen).
* cvs tag rel-0_4_1-pre2
2004-06-09 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/particlefilter.cpp (ProposalStepInternal): Use O(N)
sampling here instead of O(N log(N))
* Put prereq autoconf version > 2.50 in
* Since libtool generates problems, only build static libs for now
by default.
2004-06-08 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/asirfilter.cpp (UpdateInternal): Hey hey, I can use
this add-changelog-Entry function from the buffer I'm working in
:). Added code for the Auxiliary filter, seems to work fine. No
performancetests yet.
* cvs tag rel-0_4_1-pre1
* Reworked filter polymorphism implementation. Should be far more
clear now.
* Added IEKF test to test_switch_kf_bootstrapfilter.cpp and
consequently renamed to test_compare_filters.cpp
* Preparation for ASIR filter algorithm
2004-06-07 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Removed old build system Makefiles
* changed some references to pointers to avoid const problems and
dirty implementation
2004-??-?? Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Changes: BFL now compiles with g++-3.4 (tested with version
from Debian experimental)
2004-03-27 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Heavily tested with all libraries and compilers
* cvs tag rel-0_4_0
2004-03-26 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Incorporate Support for automake and autoconf
* Several Minor bugfixes, most due to template specialization
* Small changes for compiling with gcc-3.4. This version is ever
more strict when it comes to C++ standard. You _need_ a modified
version of newmat and scythe for this.
* Rename ORO stuff (oroerr.h etc) into BFL
* Give constant.h bfl_ prefix
* cvs tag rel-0_4_0-rc2
2004-03-04 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Minor fixes to LTI matrix/vector bindings. Seems to work now,
at least all of the tests run fine with both LTI CVS code and
Newmat 11.
* Minor modifications to some of the PDF test programs
* Remove complete ginac dependency (I guess)
* cvs tag rel-0_4_0-rc1
2004-03-02 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Add matrix/vector bindings for ltilib
<http://ltilib.sourceforge.net/doc/homepage/index.shtml>
Thanks to Jean Bernard Hayet for providing these wrappers
* Some further elimination of Ginac dependency
* Adapted INSTALL, README etc with information on ltilib
2004-02-?? Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Minor Bug fixes and clearer comments
* cvs tag rel-0_4_0-pre2
2004-02-10 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Solved mean bugs in new code for particle filters. They seem to
be working now.
* Minor Bug fixes and clearer comments
* cvs tag rel-0_4_0-pre1
* move Non-Linear* models to non-linear*_ginac to avoid explicit
ginac dependency
2004-01-09 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Implemented faster sampling algorithm for MCPdf (O(N)) -> makes
a big performance difference for particle filters.
2003-12-13 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Implement a lot of filtering improvements to make stuff even
more general
* All code is fully templated now, still some bugs in the discrete
version though.
* cvs tag rel-0_4_0-pre1
2003-11-27 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Make some modifications to filter implementations (particularly
to particle filter to make stuff more general. Still should
implement some stuff though :-)
2003-10-07 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Some bugfixes in gaussian.cpp
* Small changes in conditionalpdf to ease debugging
* Adapt Makefile.Newmat to latest newmat code
* cvs tag rel-0_2_7
2003-09-01 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* 1 Uniform namespace across all code : BFL
* cvs tag rel-0_2_6
2003-08-19 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Bugfix in templates for MeasModel code
* Changed a lot of template class names S and T into something
more meaningful
* cvs tag rel-0_2_5
2003-07-29 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Jan Callewaert added some preliminary files for making
distributed visualization easier with opendx. See the HOWTO.
Some updates to the INSTALL file and small bugfixes too.
* cvs tag rel-0_2_4
2003-07-18 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Some bugfixes in src/filter/test, and some improvements in the
Makefile
* cvs tag rel-0_2_3
2003-05-20 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Serious bugfix: order of variables in systemmodel was fixed
x = 0, u = 1. Maybe we should completely rewrite the model
classes as a particular implementation of pdf.
* cvs tag rel-0_2_2
2003-05-16 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Redesign of model classes (Wim Meeussen)
* cvs tag rel-0_2_1-improved-model-class
2003-04-30 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Full support for Non-minimal state KF of TL (Wim Meeussen)
* release 0.2.1
2003-04-16 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Improved Kalman Classes (Wim Meeussen)
* Improved Documentation
* release 0.2.0 contains a fully working version of a particle
filter and both an extended kalman filter and IEKF.
2003-04-03 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Corrected severe bug in SVD in the matrix wrapper
* Improved API to allow multiple measurementmodels, updated
asynchronously. Testprograms should keep running without any
changes
* Kalman Filter code is now pretty stable (Wim Meeussen and Johan
Rutgeerts)
2003-03-13 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Extended Kalman Filter should now be working, together with the
non-linear analytical System and Measurement models with additive
Gaussian uncertainty. Ginac remains a problem in Debian unstable
* g++-3.2 transition succesfully survived, release 0.2.0 should be
arriving pretty soon now :-)
2003-03-04 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* release 0.1.0 contains support for symbolic manipulation of
non-linear system and measurements (dependency on ginac library
for symbolic manipulation)
2003-02-17 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* release 0.0.4 contains a more efficient implementation
of the samplefrom calls of the mcpdf classes and some bugfixes.
2002-12-13 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Release 0.0.3 contains a significant improvement of the build
system
2002-11-27 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* release 0.0.1-pre4
* Reworked the build system to ease the future automake/autoconf
transition
* Added libdir with libbayes.a
2002-11-18 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* release 0.0.1-pre3
* Redesigned conditionalgaussian class (bad design, introduced
coupling)
* Eliminated some classes that had become superfluous due to the
template classes (eg. analyticpdf, linearanalyticpdf, etc)
* Fully rewrote systemmodel and measurementmodel to eliminate
coupling (this coupling was due to bad design of
conditionalgaussian class)
2002-10-22 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Converted all base-classes into template ones, allowing for more
flexibility (discrete systems, hybrid systems)
2002-09-15 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* First release (0.0.1_pre1) that does what it must do, without
Segfaults
Wiki Tutorials
This package does not provide any links to tutorials in it's rosindex metadata.
You can check on the ROS Wiki Tutorials page for the package.
Dependant Packages
Name | Deps |
---|---|
robot_pose_ekf | |
leg_detector | |
people_tracking_filter |
Launch files
No launch files found
Messages
No message files found.
Services
No service files found
Plugins
No plugins found.
Recent questions tagged bfl at Robotics Stack Exchange
Package Summary
Tags | No category tags. |
Version | 0.8.0 |
License | LGPL |
Build type | CMAKE |
Use | RECOMMENDED |
Repository Summary
Checkout URI | https://github.com/ros-gbp/bfl-release.git |
VCS Type | git |
VCS Version | upstream |
Last Updated | 2019-02-09 |
Dev Status | MAINTAINED |
CI status | No Continuous Integration |
Released | RELEASED |
Tags | No category tags. |
Contributing |
Help Wanted (0)
Good First Issues (0) Pull Requests to Review (0) |
Package Description
This package contains a recent version of the Bayesian Filtering
Library (BFL), distributed by the Orocos Project. For stability
reasons, this package is currently locked to revision 31655 (April
19, 2010), but this revision will be updated on a regular basis to
the latest available BFL trunk. This ROS package does not modify
BFL in any way, it simply provides a convenient way to download and
compile the library, because BFL is not available from an OS package
manager. This ROS package compiles BFL with the Boost library for
matrix operations and random number generation.
Additional Links
Maintainers
- ROS Orphaned Package Maintainers
Authors
- Klaas Gadeyne, Wim Meeussen, Tinne Delaet and many others. See web page for a full contributor list. ROS package maintained by Wim Meeussen.
$Id$
//
// BFL: BAYESIAN FILTERING LIBRARY
//
//
// Copyright (C) 2002/2003/2004 Klaas Gadeyne <first dot last at gmail dot com>
//
// This library is free software; you can redistribute it and/or modify
// it under the terms of the GNU General Public License as published by
// the Free Software Foundation; either version 2 of the License, or
// (at your option) any later version.
//
// This program is distributed in the hope that it will be useful,
// but WITHOUT ANY WARRANTY; without even the implied warranty of
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
// GNU General Public License for more details.
//
// You should have received a copy of the GNU General Public License
// along with this program; if not, write to the Free Software
// Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA 02111-1307, USA.
//
This library encoporates ideas from several available software
libraries:
- Scene (Andrew Davison). See
<http://www.robots.ox.ac.uk/~ajd/Scene/>
- Bayes++ (from ACFR). See
<http://www.acfr.usyd.edu.au/technology/bayesianfilter/Bayes++.htm>
- The CES programming library (Sebastian Thrun). See
<http://www-2.cs.cmu.edu/afs/cs.cmu.edu/user/thrun/public_html/papers/thrun.ces-tr.html>
- Our own research with Bayesian methods for compliant motion problems
<http://www.mech.kuleuven.be/pma/research/manip/default_en.phtml>
It's most important features are:
- Released under the GNU LGPL licence
- Wrapper around matrix and RNG libraries, so you can use your own
favourite matrix library.
At 2004/03/02 wrappers exist for
=================================================
* The matrix/RNG wrapper library of LTIlib
<http://ltilib.sourceforge.net/doc/homepage/index.shtml>: a library
with algorithms and data structures frequently used in image
processing and computer vision.
* NEWMAT <http://www.robertnz.net/nm_intro.htm> Matrix Library
=================================================
* boost <http://www.boost.org/> RNG
- "Bayesian unifying Design". This allows to incorporate any Bayesian
filtering algorithm!
Currently the following filter schemes are implemented.
* Standard KF, EKF, IEKF and Non-minimal State KF (See
<http://people.mech.kuleuven.ac.be/~tlefebvr/publicaties/BayesStat.ps.gz>
* Standard Particle filter (arbitrary proposal), BootstrapFilter
(Proposal = System Model PDF), Auxiliary Particle filter, Extended
Kalman Particle Filter.
For further details about the design ideas, see the poster about the
library presented at Valencia 7, a conference about Bayesian
Statistics, available from
<http://people.mech.kuleuven.ac.be/~kgadeyne/doctoraat.html>
Also have a look at the filtering libraries home page
<http://www.orocos.org/bfl>
Tinne De Laet Contributed a tutorial which can be found on the
website.
<http://people.mech.kuleuven.be/~tdelaet/bfl_doc/getting_started_guide/getting_started_guide.html>
It discusses how to construct your first filter in bfl.
Wim Meeussen and Tinne De Laet contributed a installation guide which can be
found on the website.
<http://people.mech.kuleuven.be/~tdelaet/bfl_doc/installation_guide/installation_guide.html>
CHANGELOG
2008-01-07 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* Related to bug described in bug #475
* src/pdf/discrepdf.*: changed type of class variable _Values_p to
vector<Probability>
* src/filter/histogramfilter.cpp: adapted to changes of discretepdf
* tests/pdf_test.cpp: adapted to changes of discretepdf
* tests/complete_filter_test.cpp: adapted to changes of discretepdf
* examples/test_complete_filter.cpp: adapted to changes of discretepdf
* examples/discrete_filter/test_discrete_filter.cpp: adapted to changes of discretepdf
2007-12-20 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* Related to enhancement described in bug #472
* src/filter/histogramfilter.*/: added class for histogram filter
* tests/complete_filter_test.*: added tests to test new class
* examples/discrete_filter/*: added example of histogram filter
2007-12-20 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* According to bug # 471, I made the interpretation of dimension unique
* src/pdf/...: added a class variable _num_states to the discrete pdfs to
represent the number of discrete states
* tests/...: adapted according to changes in pdf
* examples/...: adapted according to changes in pdf
2007-12-20 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* src/pdf/uniform.*/: added class for uniform distribution
* tests/pdf_test.*: added tests to test new class
2007-12-20 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* src/rng/rng.*/: added method to sample from uniform distribution with
lower and upper border given
2007-08-10 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/matrixwrapper_test.cpp: some extra tests added according to bug#441
and existing test made more thoroughly
2007-05-25 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* Singular value decomposition and pseudoinverse added to the matrix wrapper
(revision 28197)
2007-05-21 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* Smoother example included (and thoroughly tested ofcourse)
2007-05-11 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* Scythe support re-activated
2007-05-10 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* add extensive testing for matrix/vector wrapper
2007-05-10 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* add first support for boost matrix/vector library
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* move experimental branch to new trunk location in orocos repository
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* update documentation for new build system. see bfl/docs/installation_guide.tex
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* Finished porting BFL to cmake build system
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* Replace the tests in the src folder with the cppunit tests in
the bfl/tests folder
* Replace the tests in the src folder with the examples in the
bfl/examples folder
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* Add the examples of the getting started guide to the BFL trunk
(Klaas should be happy now :-)
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* Moved the matrixWrapper into the BFL build system. The namespace
MatrixWrapper was kept however for backwards compatibility
2007-05-03 Wim Meeussen <first dot last at mech dot kuleuven dot be>
* replace all checks and cerr messages by assert
info, see <https://www.fmtc.be/orocos-bugzilla/show_bug.cgi?id=331>
2007-05-03 Klaas Gadeyne <first dot last at fmtc dot be>
* README and INSTALL: Remove references to scythe and update boost
info, see <https://www.fmtc.be/orocos-bugzilla/show_bug.cgi?id=297>
2007-05-02 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/model_test.*: added testLinearAnalytic MeasurementModelGaussianUncertainty
* src/model/linearanalyticmeasurementmodel_gaussianuncertainty.h: removed
typo from comment
2007-05-01 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/model_test.*: removed typo from cpp and added
testLinearSystemModelGaussianUncertainty to test suite
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* src/pdf/discreteconditionalpdf.cpp: removed TODO from indexGet, function
checked
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/model_test.* : included linearSystemModelGaussianUncertainty test in
model_test
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/model_test.* and tests/pdf_test.*: included mcpdf test in pdf_test
and discreteSytemModel test im model_test
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/pdf_test.* and tests/sample_test.cpp: removed operator [] out of
test files and replaces by () to prevent problems with newmat
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* tests/pdf_test.* and tests/sample_test.cpp: moved latest version of tests
files to experimental branch and small changes to work in experimental
branch
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* src/pdf/discretepdf.*: applied path proposed by Klaas Gadeyne proposed on
the mailinglist on the day of the commit regarding BUG #298. Replaced return
type of ProbabilitySet by bool (originally void).
2007-04-30 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* src/filter/innovationCheck*: solved source of warning noticed by Klaas
Gadeyne and reported on the mailingslist on 2007-04-27.
2007-04-19 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* test/sample_test.*: inserted I adapted the test program a
little bit in two points:(i) all values are set in the setup phase and not later on (was the case for
the Sample<int>, (ii) I added tests for Sample<double>
2007-04-18 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* iteratedextendedkalmanfilter*: add convergence test for iterated extended
kalman filter correction iteration.
2007-02-25 Klaas Gadeyne <first dot last at gmail dot com>
* configure.ac, acinclude.m4, doxyfile.in: Add m4 macro that
checks subversion revision number and uses that for doxygen
generated docu
2007-02-06 Klaas Gadeyne <first dot last at gmail dot com>
* Add CPPUNIT unit tests to allow regression testing
2006-03-15 Tinne De Laet <first dot last at mech dot kuleuven dot be>
* New test files included (replaces the previous ones (except GINAC):
The goal of this test file (test_compare_filters.cpp) is to some filters for
the mobile robot localisation example. A nonlinear system model designed for
this example is added (nonlinearsystemmodel_gaussianuncertainty_mobile)
2005-11-19 Klaas Gadeyne <first dot last at gmail dot com>
* Add m4 macro's to allow enabling/disabling of the ginac code
* Wrap lti RNG generator classes: this reduces the dependency of
BFL to 1 lib and should avoid too much installation problems for
non-programmers.
* Add m4 macro's to allow enabling/disabling of the ginac code
* Wrap lti RNG generator classes: this reduces the dependency of
BFL to 1 lib and should avoid too much installation problems for
non-programmers.
2005-06-02 Wim Meeussen <first dot last at mech dot kuleuven dot ac dot be>
Lots of changes to improve performance of particle filters and to
allow the use of hybrid states:
* Replace std::list<> by std::vector<> to increase performance of
particle filters.
* Pass various arguments as reference to eliminate unnecessary
copies (especially of std::vector<> types containling long lists
of samples).
* C++-ify the Sample class.
* Remove template code that was specifically written for
ColumnVector type, and replace by template specialization where
necessary.
* Fix in Probability class to allow probability of zero.
2005-05-19 Klaas Gadeyne <first dot last at gmail dot com>
* Bring Ginac classes for symbolic derivation back in sync with
current API. Thx to Bart Demarsin for extensive testing and
providing example code.
* C++-ify some of the code.
2005-05-06 Klaas Gadeyne <first dot last at gmail dot com>
* Change license from GPL into LGPL everywhere, add a COPYING file
with test version of the licence and change email address in
source code copyright.
2005-05-03 Klaas Gadeyne <first dot last at gmail dot com>
* Remove if(ptr) before delete ptr in src tree. See
<http://www.parashift.com/c++-faq-lite/freestore-mgmt.html#faq-16.8>
2005-03-10 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/test/test_compare_filters.cpp (main): fix small typo
DEFAULT_ROT_SPEED should ofcourse be DEFAULT_NUM_SAMPLES
* Add documentation in the src/filter/test/ subdirectory about the
system and measurement model
2005-01-28 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* cvs tag rel-0_4_2
2005-01-12 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Add Square Root iterated extended Kalman Filter, provided by
Peter Slaets <peter dot slaets at hogelimb be>
2005-01-05 Wim Meeussen <wim dot meeussen at mech dot kuleuven dot ac dot be>
* Update Use new config file generated by matrix wrapper. Now you
only need to specify--with-matrix_wrapper=/path and not
--with-newmat=/path or --with-lti=/path
2004-12-09 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Fix yet another bug by Wim Meeussen in acinclude.m4 for use with
matrix wrapper
* Update installation instructions and Makefile for Scythe03
2004-11-15 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/particlefilter.cpp: Add some checks. Not completely
general, but general enough for now I guess.
2004-11-12 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Fix bug in design. No class representing Non-Analytical
Gaussian PDF.
2004-11-10 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* INSTALL (Note): Add notice about how to run the whole testsuite
at once
* Various: Fix and improve lots of stuff in the test
subdirectories after rechecking everything.
* src/sample/test/test_weightedsample.cpp: Add new wrapper stuff
and fix build system file Makefile.am
* Fixed bug in EKF code when no system model was present
2004-11-05 Wim Meeussen <wim dot meeussen at mech dot kuleuven dot ac dot be>
* src/wrapper/matrix replaced by external matrix library. For
installation instructions see INSTALL.
2004-07-05 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/EKparticlefilter.cpp (Resample): added resampling for
EK particle filter.
* API change resize -> ReSize()
* Fix stuff with mcpdf template stuff
* cvs tag rel-0_4_1-rc1
2004-07-02 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* First attempt to implement Extended Kalman Particle Filter.
Resampling not implemented yet.
2004-06-29 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Add extra level between ConditionalGaussian and
linearconditionalGaussian. ConditionalGaussian is now more
general and does not require additive noise anymore.
* src/pdf/mcpdf.cpp (ListOfSamplesSet): bugfix, forgot to update
CumPdf
* src/pdf/mcpdf.cpp (SampleFrom): Performance improvement in
Ripley sampling
2004-06-21 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/particlefilter.cpp (ResampleStep): Add dynamic
resampling algorithm.
2004-06-16 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/asirfilter.cpp (UpdateInternal): Sampling from
discrete index has to happen _every_ time. Therefor also split up
Resample() and ResampleStep in particlefilter class. + add some
"static" to params.
* src/filter/particlefilter.cpp (ProposalStepInternal): Important
bugfix in proposalstep method. Forgot to propagate weight!
* src/wrappers/matrix.cpp (Pseudoinverse): Fix to make this work
for non-square matrices (fix by Wim Meeussen).
* cvs tag rel-0_4_1-pre2
2004-06-09 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/particlefilter.cpp (ProposalStepInternal): Use O(N)
sampling here instead of O(N log(N))
* Put prereq autoconf version > 2.50 in
* Since libtool generates problems, only build static libs for now
by default.
2004-06-08 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* src/filter/asirfilter.cpp (UpdateInternal): Hey hey, I can use
this add-changelog-Entry function from the buffer I'm working in
:). Added code for the Auxiliary filter, seems to work fine. No
performancetests yet.
* cvs tag rel-0_4_1-pre1
* Reworked filter polymorphism implementation. Should be far more
clear now.
* Added IEKF test to test_switch_kf_bootstrapfilter.cpp and
consequently renamed to test_compare_filters.cpp
* Preparation for ASIR filter algorithm
2004-06-07 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Removed old build system Makefiles
* changed some references to pointers to avoid const problems and
dirty implementation
2004-??-?? Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Changes: BFL now compiles with g++-3.4 (tested with version
from Debian experimental)
2004-03-27 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Heavily tested with all libraries and compilers
* cvs tag rel-0_4_0
2004-03-26 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Incorporate Support for automake and autoconf
* Several Minor bugfixes, most due to template specialization
* Small changes for compiling with gcc-3.4. This version is ever
more strict when it comes to C++ standard. You _need_ a modified
version of newmat and scythe for this.
* Rename ORO stuff (oroerr.h etc) into BFL
* Give constant.h bfl_ prefix
* cvs tag rel-0_4_0-rc2
2004-03-04 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Minor fixes to LTI matrix/vector bindings. Seems to work now,
at least all of the tests run fine with both LTI CVS code and
Newmat 11.
* Minor modifications to some of the PDF test programs
* Remove complete ginac dependency (I guess)
* cvs tag rel-0_4_0-rc1
2004-03-02 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Add matrix/vector bindings for ltilib
<http://ltilib.sourceforge.net/doc/homepage/index.shtml>
Thanks to Jean Bernard Hayet for providing these wrappers
* Some further elimination of Ginac dependency
* Adapted INSTALL, README etc with information on ltilib
2004-02-?? Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Minor Bug fixes and clearer comments
* cvs tag rel-0_4_0-pre2
2004-02-10 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Solved mean bugs in new code for particle filters. They seem to
be working now.
* Minor Bug fixes and clearer comments
* cvs tag rel-0_4_0-pre1
* move Non-Linear* models to non-linear*_ginac to avoid explicit
ginac dependency
2004-01-09 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Implemented faster sampling algorithm for MCPdf (O(N)) -> makes
a big performance difference for particle filters.
2003-12-13 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Implement a lot of filtering improvements to make stuff even
more general
* All code is fully templated now, still some bugs in the discrete
version though.
* cvs tag rel-0_4_0-pre1
2003-11-27 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Make some modifications to filter implementations (particularly
to particle filter to make stuff more general. Still should
implement some stuff though :-)
2003-10-07 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Some bugfixes in gaussian.cpp
* Small changes in conditionalpdf to ease debugging
* Adapt Makefile.Newmat to latest newmat code
* cvs tag rel-0_2_7
2003-09-01 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* 1 Uniform namespace across all code : BFL
* cvs tag rel-0_2_6
2003-08-19 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Bugfix in templates for MeasModel code
* Changed a lot of template class names S and T into something
more meaningful
* cvs tag rel-0_2_5
2003-07-29 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Jan Callewaert added some preliminary files for making
distributed visualization easier with opendx. See the HOWTO.
Some updates to the INSTALL file and small bugfixes too.
* cvs tag rel-0_2_4
2003-07-18 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Some bugfixes in src/filter/test, and some improvements in the
Makefile
* cvs tag rel-0_2_3
2003-05-20 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Serious bugfix: order of variables in systemmodel was fixed
x = 0, u = 1. Maybe we should completely rewrite the model
classes as a particular implementation of pdf.
* cvs tag rel-0_2_2
2003-05-16 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Redesign of model classes (Wim Meeussen)
* cvs tag rel-0_2_1-improved-model-class
2003-04-30 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Full support for Non-minimal state KF of TL (Wim Meeussen)
* release 0.2.1
2003-04-16 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Improved Kalman Classes (Wim Meeussen)
* Improved Documentation
* release 0.2.0 contains a fully working version of a particle
filter and both an extended kalman filter and IEKF.
2003-04-03 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Corrected severe bug in SVD in the matrix wrapper
* Improved API to allow multiple measurementmodels, updated
asynchronously. Testprograms should keep running without any
changes
* Kalman Filter code is now pretty stable (Wim Meeussen and Johan
Rutgeerts)
2003-03-13 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Extended Kalman Filter should now be working, together with the
non-linear analytical System and Measurement models with additive
Gaussian uncertainty. Ginac remains a problem in Debian unstable
* g++-3.2 transition succesfully survived, release 0.2.0 should be
arriving pretty soon now :-)
2003-03-04 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* release 0.1.0 contains support for symbolic manipulation of
non-linear system and measurements (dependency on ginac library
for symbolic manipulation)
2003-02-17 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* release 0.0.4 contains a more efficient implementation
of the samplefrom calls of the mcpdf classes and some bugfixes.
2002-12-13 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Release 0.0.3 contains a significant improvement of the build
system
2002-11-27 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* release 0.0.1-pre4
* Reworked the build system to ease the future automake/autoconf
transition
* Added libdir with libbayes.a
2002-11-18 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* release 0.0.1-pre3
* Redesigned conditionalgaussian class (bad design, introduced
coupling)
* Eliminated some classes that had become superfluous due to the
template classes (eg. analyticpdf, linearanalyticpdf, etc)
* Fully rewrote systemmodel and measurementmodel to eliminate
coupling (this coupling was due to bad design of
conditionalgaussian class)
2002-10-22 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* Converted all base-classes into template ones, allowing for more
flexibility (discrete systems, hybrid systems)
2002-09-15 Klaas Gadeyne <klaas dot gadeyne at mech dot kuleuven dot ac dot be>
* First release (0.0.1_pre1) that does what it must do, without
Segfaults
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Dependant Packages
Name | Deps |
---|---|
leg_detector | |
people_tracking_filter | |
robot_pose_ekf |
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