Particle, Sigma-Point, and Kalman Filters
Updated 17 Dec 2017
This submission contains four general-use filters for state estimation, including:
* a particle filter (bootstrap filter),
* a sigma-point (unscented) filter,
* an extended Kalman filter,
* and a linear Kalman filter.
It also includes demonstration files for each, with many plots, animations, and code comments.
Several small utilities related to state estimation are included as well.
These files correspond to the "How Kalman Filters Work" article available here:
Tucker McClure (2022). Particle, Sigma-Point, and Kalman Filters (https://github.com/tuckermcclure/how-kalman-filters-work-examples), GitHub. Retrieved .
MATLAB Release Compatibility
Platform CompatibilityWindows macOS Linux
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!Start Hunting!