Commit Graph

16 Commits

Author SHA1 Message Date
Roger Labbe
88d200b9a8 Robot localization example added.
Still needs work; code is messy, and Q is not computed. But I am
getting correct results.

Also need to expand explanations and scenarios.

Need to remove now redundant explanations in EKF chapter, since
they exist in the UKF chapter.
2015-06-08 07:23:52 -07:00
Roger Labbe
f8057cd917 UKF chapter updated for Merwe parametization.
Chapter is not complete; checking in because I am beginning to alter
the formulation of unscented_transform in filterpy.
2015-06-07 17:03:35 -07:00
Roger Labbe
9c09133b5b Working with Merwe formulation. 2015-06-07 16:43:38 -07:00
Roger Labbe
758bd2c7f4 Working for UKF rename.
Most of the text is wrong, but changed code to use the
renamed ScaledUnscentedKalmanFilter.

Checking in with bad text because I am in the process of changing
FilterPy to use a class for the sigma points to make it easier
to change the sigma point generation, leaving us with one
UKF class instead of several.
2015-06-06 19:49:56 -07:00
Roger Labbe
2c8a2d0a8e Updated robot localization example.
Put into a function, added parameters so we can run the alg
with different landmarks and sigmas.
2015-05-31 14:30:53 -07:00
Roger Labbe
54bce9d7a0 Added EKF robot localization example.
Still needs a lot of explanation; mostly the implementation is there
for now.
2015-05-30 14:44:49 -07:00
Roger Labbe
752320ad01 Formatting and experiments.
Let this check in get away from me. Bunch of small formatting sttuf
in the various chapters, some experimental animations and code, etc.
Not a clearly delineated check in.
2015-05-09 10:21:36 -07:00
Roger Labbe
08123b0d15 Regenerated PDF 2015-05-01 07:05:53 -07:00
Roger Labbe
bb9b378545 Fixed train example.
May not be perfect, but the checked in version is wrong so I want
to get it out there ASAP.
2015-04-05 21:48:14 -07:00
Roger Labbe
6b7368f91b Made graphs smaller.
Most of the graphs were really too tall. Well, we can quibble about that
but I made them smaller to reduce the PDF size and thus print size
of the full book.
2015-04-05 12:26:21 -07:00
Roger Labbe
f6dfbbbd1e Smallified plots.
Plots were really tall, which made for a lot of scrolling online, and
wasted paper for print.
2015-04-05 11:50:55 -07:00
Roger Labbe
9950fb9ec8 Experiments on showing how Taylor expansion works.
Probably will be added to the Math chapter once finalized.
2015-04-03 18:51:23 -07:00
Roger Labbe
458b12956e Fixed diverging UKF filter.
The UKF for the circle tracking was diverging. Also,
I have partially started the section on the ILS, but
much remains to be done on it.
2015-02-27 16:23:53 -08:00
Roger Labbe
37743bf604 Extensive addtions to UKF chapter.
I think I finally arrived at a good ordering of material.
Started with implementing a linear problem just so we can
see how it differs from the linear KF, then added problems
step by step. Got rid of most of the poor performing filters.
2015-02-22 11:33:51 -08:00
Roger Labbe
48f7eadc3e Refactoring UKF chapter.
Still a lot of work to be done, but I'm writing more realistic examples,
and reordering the material.
2015-02-16 07:10:01 -08:00
Roger Labbe
aed695d102 fixed spelling of directory 2015-02-16 07:08:15 -08:00