Kalman Filter Explaination

I found it hard to completely understand Kalman Filter but it's a very important estimator which is widely used in many area.

Kalman Filter for Dummies:

http://bilgin.esme.org/BitsBytes/KalmanFilterforDummies.aspx

Math is not a horror story if there is a good explaination.... Thank god