Mohammad-Amir Dastgheib

A Step by Step Mathematical Derivation and Tutorial on Kalman Filters

2019 · arXiv (Cornell University)

We present a step by step mathematical derivation of the Kalman filter using two different approaches. First, we consider the orthogonal projection method by means of vector-space optimization. Second, we derive the Kalman filter using …