This repository contains detailed hand derivations of the Kalman Filter (KF) equations. Implements a basic Kalman Filter in python, and using that implementation runs static and interactive tracking ...
This program is based on using normal influence diagrams as described in Kenley's doctoral dissertation (Kenley, Chapter 2) to perform optimal filtering and prediction for linear multistage processes ...