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Unscented Kalman filter (UKF) #1393

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@rolalaro rolalaro commented Apr 25, 2024

  • Created a class implementing the Unscented Kalman Filter
  • Created 3 examples to show how to use the class

To do:

  • tutorial code
  • tutorial doc
  • doc: the equations of UKF
  • doc: links towards resources about UKF
  • examples: move current tutorial into examples

rlagneau added 24 commits April 15, 2024 08:50
…se + began skeletton of the SigmaDrawers classes
…composition as it is now avaible from the API
…sigma points and the unscented transform of m_Y
…e signature [TUTO] Added a more complex example of non-linear case
@rolalaro rolalaro marked this pull request as draft April 25, 2024 09:01
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codecov bot commented Apr 25, 2024

Codecov Report

Attention: Patch coverage is 13.05085% with 513 lines in your changes are missing coverage. Please review.

Project coverage is 45.46%. Comparing base (4a5e001) to head (5edcfc3).
Report is 51 commits behind head on master.

❗ Current head 5edcfc3 differs from pull request most recent head 9726699. Consider uploading reports for the commit 9726699 to get more accurate results

Files Patch % Lines
.../kalman/tutorial-ukf-nonlinear-complex-example.cpp 0.00% 190 Missing ⚠️
tutorial/kalman/tutorial-ukf-nonlinear-example.cpp 0.00% 112 Missing ⚠️
tutorial/kalman/tutorial-ukf-linear-example.cpp 0.00% 82 Missing ⚠️
modules/core/src/math/kalman/vpUnscentedKalman.cpp 0.00% 55 Missing ⚠️
...ules/core/src/math/kalman/vpUKSigmaDrawerMerwe.cpp 0.00% 29 Missing ⚠️
...odules/core/include/visp3/core/vpUnscentedKalman.h 0.00% 21 Missing ⚠️
modules/core/test/math/testMatrixCholesky.cpp 81.35% 11 Missing ⚠️
modules/core/src/math/matrix/vpMatrix_cholesky.cpp 75.75% 8 Missing ⚠️
modules/core/src/math/matrix/vpMatrix.cpp 57.14% 3 Missing ⚠️
.../core/include/visp3/core/vpUKSigmaDrawerAbstract.h 0.00% 1 Missing ⚠️
... and 1 more
Additional details and impacted files
@@            Coverage Diff             @@
##           master    #1393      +/-   ##
==========================================
- Coverage   45.63%   45.46%   -0.18%     
==========================================
  Files        1069     1078       +9     
  Lines      108115   108703     +588     
  Branches    18713    18761      +48     
==========================================
+ Hits        49340    49422      +82     
- Misses      58775    59281     +506     

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rlagneau and others added 2 commits April 29, 2024 12:13
doc/tutorial/python/tutorial-install-python-bindings.dox Outdated Show resolved Hide resolved
modules/core/include/visp3/core/vpMatrix.h Outdated Show resolved Hide resolved
modules/core/src/math/matrix/vpMatrix.cpp Outdated Show resolved Hide resolved
tutorial/kalman/tutorial-ukf-linear-example.cpp Outdated Show resolved Hide resolved
tutorial/kalman/tutorial-ukf-nonlinear-complex-example.cpp Outdated Show resolved Hide resolved
tutorial/kalman/tutorial-ukf-nonlinear-complex-example.cpp Outdated Show resolved Hide resolved
tutorial/kalman/tutorial-ukf-nonlinear-example.cpp Outdated Show resolved Hide resolved
tutorial/kalman/tutorial-ukf-nonlinear-example.cpp Outdated Show resolved Hide resolved
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4 participants