TY - BOOK AU - Jason L. Speyer AU - Walter H. Chung TI - Stochastic processes, estimation, and control T2 - Advances in Design and Control SN - 9781611971958 AV - QA274.S PY - 2008///] CY - Philadelphia PB - SIAM N1 - 1. Probability Theory 2. Random Variables and Stochastic Processes 3. Conditional Expectations and Discrete-Time Kalman Filtering 4. Least Squares, the Orthogonal Projection Lemma, and Discrete-Time Kalman Filtering 5. Stochastic Processes and Stochastic Calculus 6. Continuous-Time Gauss—Markov Systems: Continuous-Time Kalman Filter, Stationarity, Power Spectral Density, and the Wiener Filter 7. The Extended Kalman Filter 8. A Selection of Results from Estimation Theory 9. Stochastic Control and the Linear Quadratic Gaussian Control Problem 10. Linear Exponential Gaussian Control and Estimation ER -