System Parameter Identification. Information Criteria and Algorithms

✍ Scribed by Badong Chen, Yu Zhu, Jinchun Hu and Jose C. Principe (Eds.)

Publisher: Elsevier
Year: 2013
Tongue: English
Leaves: 257
Category: Library

No coin nor oath required. For personal study only.

✦ Table of Contents

Content:
Front-matter, Pages i,iii
Copyright, Page iv
About the Authors, Pages ix-x
Preface, Pages xi-xii
Symbols and Abbreviations, Pages xiii-xv
1 - Introduction, Pages 1-11, Badong Chen, Yu Zhu, Jinchun Hu, Jose C. Principe
2 - Information Measures, Pages 13-28, Badong Chen, Yu Zhu, Jinchun Hu, Jose C. Principe
3 - Information Theoretic Parameter Estimation, Pages 29-60, Badong Chen, Yu Zhu, Jinchun Hu, Jose C. Principe
4 - System Identification Under Minimum Error Entropy Criteria, Pages 61-165, Badong Chen, Yu Zhu, Jinchun Hu, Jose C. Principe
5 - System Identification Under Information Divergence Criteria, Pages 167-204, Badong Chen, Yu Zhu, Jinchun Hu, Jose C. Principe
6 - System Identification Based on Mutual Information Criteria, Pages 205-238, Badong Chen, Yu Zhu, Jinchun Hu, Jose C. Principe
References, Pages 239-249

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