Re-architecture document structure (#669)

* Rearchitecture document structure

* Rearchitecture document structure

* Rearchitecture document structure

* Rearchitecture document structure

* Rearchitecture document structure

* Rearchitecture document structure

* Rearchitecture document structure
This commit is contained in:
Atsushi Sakai
2022-05-07 15:21:03 +09:00
committed by GitHub
parent 32b545fe7c
commit d74a91e062
76 changed files with 167 additions and 132 deletions

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@@ -2,7 +2,7 @@
Extended Kalman Filter Localization
-----------------------------------
.. image:: extended_kalman_filter_localization_files/extended_kalman_filter_localization_1_0.png
.. image:: extended_kalman_filter_localization_1_0.png
:width: 600px

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@@ -53,12 +53,12 @@ the estimation error due to the movement.
For example, the position probability is peaky with observations:
.. image:: histogram_filter_localization/1.png
.. image:: 1.png
:width: 400px
But, the probability is getting uncertain without observations:
.. image:: histogram_filter_localization/2.png
.. image:: 2.png
:width: 400px
@@ -88,12 +88,12 @@ The probability of each grid is updated by this formula:
When the `d` is 3.0, the `h(z)` distribution is:
.. image:: histogram_filter_localization/4.png
.. image:: 4.png
:width: 400px
The observation probability distribution looks a circle when a RF-ID is observed:
.. image:: histogram_filter_localization/3.png
.. image:: 3.png
:width: 400px
Step4: Estimate position from probability
@@ -110,5 +110,5 @@ There are two ways to calculate the final positions:
References:
~~~~~~~~~~~
- `PROBABILISTIC ROBOTICS`_
- `_PROBABILISTIC ROBOTICS: <http://www.probabilistic-robotics.org>`_
- `Robust Vehicle Localization in Urban Environments Using Probabilistic Maps <http://driving.stanford.edu/papers/ICRA2010.pdf>`_

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@@ -3,11 +3,14 @@
Localization
============
.. include:: extended_kalman_filter_localization_files/extended_kalman_filter_localization.rst
.. include:: ensamble_kalman_filter_localization_files/ensamble_kalman_filter_localization.rst
.. include:: unscented_kalman_filter_localization/unscented_kalman_filter_localization.rst
.. include:: histogram_filter_localization/histogram_filter_localization.rst
.. include:: particle_filter_localization/particle_filter_localization.rst
.. toctree::
:maxdepth: 2
:caption: Contents
extended_kalman_filter_localization_files/extended_kalman_filter_localization
ensamble_kalman_filter_localization_files/ensamble_kalman_filter_localization
unscented_kalman_filter_localization/unscented_kalman_filter_localization
histogram_filter_localization/histogram_filter_localization
particle_filter_localization/particle_filter_localization
.. _PROBABILISTIC ROBOTICS: http://www.probabilistic-robotics.org/

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@@ -33,5 +33,5 @@ The covariance matrix :math:`\Xi` from particle information is calculated by the
References:
~~~~~~~~~~~
- `PROBABILISTIC ROBOTICS`_
- `_PROBABILISTIC ROBOTICS: <http://www.probabilistic-robotics.org>`_
- `Improving the particle filter in high dimensions using conjugate artificial process noise <https://arxiv.org/pdf/1801.07000.pdf>`_