Speyer, Jason Lee.

Stochastic processes, estimation, and control-(E-BOOK) Jason L. Speyer, Walter H. Chung. - 1st ed. - Philadelphia : Society for Industrial and Applied Mathematics, c2008. - xiv, 383 p. : ill. (some col.) ; 26 cm. - Advances in design and control ; 17 .

Probability theory -- Random variables and stochastic processes -- Conditional expectations and discrete-time Kalman filtering -- Least squares, the orthogonal projection Lemma, and discrete-time Kalman filtering -- Stochastic processes and stochastic calculus -- Continuous-time Guass-Markov systems -- The extended Kalman filter -- A selection of results from estimation theory -- Stochastic control and linear quadratic Guassian control problem -- Linear exponential Guassian control and estimation.

9780898716559

2008022483


Control theory.
Estimation theory.
Stochastic processes.


E-BOOK

519.2/3