Lewis, Frank L.

Optimal and robust estimation : with an introduction to stochastic control theory / Frank L. Lewis, Lihua Xie, Dan Popa. - Second edition. - xxi, 523 pages : illustrations ; 24 cm. - Automation and control engineering ; 26 . - Automation and control engineering 26. .

Revised edition of: Optimal estimation. New York : Wiley, c1986.

Includes bibliographical references (pages 493-500) and index.

Optimal Estimation -- Classical Estimation Theory -- Discrete-Time Kalman Filter -- Continuous-Time Kalman Filter -- Kalman Filter Design and Implementation -- Estimation for Nonlinear Systems -- Robust Estimation -- Robust Kalman Filter -- H-Infinity Filtering of Continuous-Time Systems -- H-Infinity Filtering of Discrete-Time Systems -- Optimal Stochastic Control -- Stochastic Control for State Variable Systems -- Stochastic Control for Polynomial Systems -- Review of Matrix Algebra. Appendix A.

0849390087 9780849390081

2007008437


Stochastic control theory
Mathematical optimization

QA402.3 / .L4875 2008

629.8312