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Kalman Filtering Under Information Theoretic Criteria
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Authors: Badong Chen
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Type: BOOK - Published: 2023-09-19 - Publisher: Springer Nature

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This book provides several efficient Kalman filters (linear or nonlinear) under information theoretic criteria. They achieve excellent performance in complicate
Kalman Filtering
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Authors: Mohinder S. Grewal
Categories: Technology & Engineering
Type: BOOK - Published: 2015-02-02 - Publisher: John Wiley & Sons

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The definitive textbook and professional reference on Kalman Filtering – fully updated, revised, and expanded This book contains the latest developments in th
Adaptive Learning Methods for Nonlinear System Modeling
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Authors: Danilo Comminiello
Categories: Technology & Engineering
Type: BOOK - Published: 2018-06-11 - Publisher: Butterworth-Heinemann

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Adaptive Learning Methods for Nonlinear System Modeling presents some of the recent advances on adaptive algorithms and machine learning methods designed for no
System Parameter Identification
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Type: BOOK - Published: 2013-07-17 - Publisher: Newnes

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Recently, criterion functions based on information theoretic measures (entropy, mutual information, information divergence) have attracted attention and become
Optimal Filtering
Language: en
Pages: 370
Authors: Brian D. O. Anderson
Categories: Science
Type: BOOK - Published: 2012-05-23 - Publisher: Courier Corporation

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Graduate-level text extends studies of signal processing, particularly regarding communication systems and digital filtering theory. Topics include filtering, l