Self-Study Material - Filtering and Prediction

Chapter 7 in Åström's Stochastic Optimal Control

This Download short note

presents the forward-backward optimal smoother

These lecture slides from the synthesis course include more intuition about the Kalman filter and its use in LQG(H2) optimal control : Download lqg.pdf  

lqg2.pdf