> For the complete documentation index, see [llms.txt](https://irosyadi.gitbook.io/irosyadi/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://irosyadi.gitbook.io/irosyadi/note/kalman-filter.md).

# Kalman Filters

* [How a Kalman filter works, in pictures - Bzarg](https://www.bzarg.com/p/how-a-kalman-filter-works-in-pictures/)
* [Special Topics - The Kalman Filter (1 of 55) What is a Kalman Filter? - YouTube](https://www.youtube.com/watch?v=CaCcOwJPytQ)
* [Derive yourself a Kalman filter -- Arthur::Carcano](https://ngr.yt/blog/kalman/)
* [simondlevy/TinyEKF: Lightweight C/C++ Extended Kalman Filter with Python for prototyping](https://github.com/simondlevy/TinyEKF)
* [Automatic Time Series Smoothing with ASAP · Stanford DAWN](https://dawn.cs.stanford.edu/2017/08/07/asap/)
* [The Kalman Filter. Helping Chickens Cross the Road.–Feature Column](https://mathvoices.ams.org/featurecolumn/2022/02/01/the-kalman-filter-helping-chickens-cross-the-road/)
* [Kalman Tutorial–Simon D. Levy](https://simondlevy.academic.wlu.edu/kalman-tutorial/)
* [Bilgin's Blog - Kalman Filter For Dummies](http://bilgin.esme.org/BitsAndBytes/KalmanFilterforDummies)
* [How a Kalman filter works, in pictures - Bzarg](http://www.bzarg.com/p/how-a-kalman-filter-works-in-pictures/)
* [Understanding the Basis of the Kalman Filter.pdf - Google Drive](https://drive.google.com/file/d/1nVtDUrfcBN9zwKlGuAclK-F8Gnf2M_to/view)
* [sharathsrini/Kalman-Filter-for-Sensor-Fusion: A Sensor Fusion Algorithm that can predict a State Estimate and Update if it is uncertain](https://github.com/sharathsrini/Kalman-Filter-for-Sensor-Fusion)
* [Sensor Fusion—Part 1: Kalman Filter basics - by Percy Jaiswal - Towards Data Science](https://towardsdatascience.com/sensor-fusion-part-1-kalman-filter-basics-4692a653a74c)
* [Sensor Fusion—Part 2: Kalman Filter Code - by Percy Jaiswal - Towards Data Science](https://towardsdatascience.com/sensor-fusion-part-2-kalman-filter-code-78b82c63dcd)