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Numerical Studies in Nonlinear Filtering

Author: Yaakov Yavin
Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 1985.
Series: Lecture notes in control and information sciences, 65.
Edition/Format:   eBook : Document : EnglishView all editions and formats
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Yaakov Yavin
ISBN: 9783540391593 3540391592
OCLC Number: 851825270
Description: 1 online resource (vii, 276 pages).
Contents: Preliminaries --
Estimation of parameters via state observation --
Filtering via Markov chains approximation --
A Kalman filter for a class of nonlinear stochastic systems --
Approximating filters for continuous-time systems with interrupted observations --
Estimation in a multitarget environment --
State and parameter estimation --
State estimation for systems driven by wiener and poisson processes --
Prediction via Markov chains approximation --
Some extensions of linear filtering.
Series Title: Lecture notes in control and information sciences, 65.
Responsibility: edited by Yaakov Yavin.

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