Estimation and Tracking: Principles, Techniques, and Software

Brief review of linear algebra and linear systems brief review of probability theory brief review of statistics some basic concepts in estimation linear estimation in static systems linear dynamic systems with random inputs state estimation in discrete-time linear dynamic systems estimation for Kinematic models computational aspects of estimation extensions of discrete-time estimation continuous-time linear state estimation state estimation for nonlinear dynamic systems adaptive estimation and manoeuvering targets problem solutions.