Ebook: Numerical Studies in Nonlinear Filtering
Author: Yaakov Yavin (eds.)
- Tags: Control Engineering, Appl.Mathematics/Computational Methods of Engineering, Systems Theory Control, Calculus of Variations and Optimal Control, Optimization
- Series: Lecture Notes in Control and Information Sciences 65
- Year: 1985
- Publisher: Springer-Verlag Berlin Heidelberg
- Edition: 1
- Language: English
- pdf
Content:
Front Matter....Pages -
Preliminaries....Pages 1-27
Estimation of parameters via state observation....Pages 28-59
Filtering via Markov chains approximation....Pages 60-102
A Kalman filter for a class of nonlinear stochastic systems....Pages 103-129
Approximating filters for continuous-time systems with interrupted observations....Pages 130-167
Estimation in a multitarget environment....Pages 168-181
State and parameter estimation....Pages 182-214
State estimation for systems driven by wiener and poisson processes....Pages 215-239
Prediction via Markov chains approximation....Pages 240-253
Some extensions of linear filtering....Pages 254-273
Content:
Front Matter....Pages -
Preliminaries....Pages 1-27
Estimation of parameters via state observation....Pages 28-59
Filtering via Markov chains approximation....Pages 60-102
A Kalman filter for a class of nonlinear stochastic systems....Pages 103-129
Approximating filters for continuous-time systems with interrupted observations....Pages 130-167
Estimation in a multitarget environment....Pages 168-181
State and parameter estimation....Pages 182-214
State estimation for systems driven by wiener and poisson processes....Pages 215-239
Prediction via Markov chains approximation....Pages 240-253
Some extensions of linear filtering....Pages 254-273
....
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