Kalman Filtering

Here are two really good articles on Kalman filtering by Dan Simon.

Kalman Filtering
Using nonlinear Kalman filtering to estimate signals

I am ordering his book Optimal State Estimation: Kalman, H Infinity, and Nonlinear Approaches.

More information is available from his website.