Towards integrating control and information theories : from information-theoretic measures to control performance limitations

This book investigates the performance limitation issues in networked feedback systems. The fact that networked feedback systems consist of control and communication devices and systems calls for the integration of control theory and information theory. The primary contributions of this book lie in...

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Bibliographic Details
Main Authors: Fang, Song, 1987- (Author), Chen, Jie, 1963 January 14- (Author), Ishii, Hideaki, (Author)
Format: eBook
Language: English
Published: Cham, Switzerland : Springer, [2016]
Series: Lecture notes in control and information sciences ; v. 465.
Subjects:
Feedback control systems.
elektronické knihy
electronic books
ISBN: 9783319492896
9783319492889
Physical Description: 1 online resource (xii, 190 pages) : illustrations

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020 |a 9783319492896  |q (electronic bk.) 
020 |z 9783319492889  |q (print) 
024 7 |a 10.1007/978-3-319-49289-6  |2 doi 
035 |a (OCoLC)963941315 
100 1 |a Fang, Song,  |d 1987-  |e author. 
245 1 0 |a Towards integrating control and information theories :  |b from information-theoretic measures to control performance limitations /  |c Song Fang, Jie Chen, Hideaki Ishii. 
264 1 |a Cham, Switzerland :  |b Springer,  |c [2016] 
264 4 |c ©2017 
300 |a 1 online resource (xii, 190 pages) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a počítač  |b c  |2 rdamedia 
338 |a online zdroj  |b cr  |2 rdacarrier 
490 1 |a Lecture notes in control and information sciences,  |x 0170-8643 ;  |v volume 465 
504 |a Includes bibliographical references and index. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty 
520 |a This book investigates the performance limitation issues in networked feedback systems. The fact that networked feedback systems consist of control and communication devices and systems calls for the integration of control theory and information theory. The primary contributions of this book lie in two aspects: the newly-proposed information-theoretic measures and the newly-discovered control performance limitations. We first propose a number of information notions to facilitate the analysis. Using those notions, classes of performance limitations of networked feedback systems, as well as state estimation systems, are then investigated. In general, the book presents a unique, cohesive treatment of performance limitation issues of networked feedback systems via an information-theoretic approach. This book is believed to be the first to treat the aforementioned subjects systematically and in a unified manner, offering a unique perspective differing from existing books. 
505 0 |a Intro -- Preface -- Contents -- 1 Introduction -- 1.1 A Word on Control versus Communication -- 1.2 Interplay of Feedback Theory and Information Theory -- 1.3 Performance Limitations of Feedback Control -- 1.4 Performance Limitations in Networked Feedback Systems -- 1.5 Organization -- 2 Information Measures and Spectral Analysis -- 2.1 Basic Information Concepts -- 2.2 Spectral Analysis -- 2.3 Channel Capacity -- 2.4 Negentropy and Negentropy Rate -- 2.5 Gaussianity-Whiteness -- 3 Control Performance Measures -- 3.1 The mathcalHinfty Norm -- 3.2 Power Gain -- 4 Channel Blurredness 
505 8 |a 4.1 Definition -- 4.2 AWGN Channel -- 4.3 ACGN Channel -- 4.4 Fading Channel -- 5 Bode-Type Integrals -- 5.1 Bode Integral Relations and Bode-Type Integral Inequalities -- 5.2 Disturbance Attenuation at Plant Input -- 5.3 Disturbance Attenuation at Plant Output -- 5.4 Non-LTI Plants -- 5.5 The ``Water-Bed Effect'' -- 5.6 An Illustrative Example -- 6 Bounds on Power Gain -- 6.1 Power Reduction at Plant Input -- 6.2 Power Reduction at Plant Output -- 6.3 Non-LTI Plants -- 6.4 An Illustrative Example -- 7 MIMO Systems -- 7.1 Bode Integral Relations and Bode-Type Integral Inequalities 
505 8 |a 7.2 Disturbance Attenuation at Plant Input -- 7.3 Disturbance Attenuation for Non-LTI Plants -- 7.4 Power Reduction at Plant Input -- 7.5 Power Reduction for Non-LTI Plants -- 7.6 An Illustrative Example -- 8 Bounds on Estimation Error -- 8.1 Bounds on Variance Minimization -- 8.2 Worst-Case Estimation -- 9 Continuous-Time Systems -- 9.1 Definitions and Preliminaries -- 9.2 Disturbance Attenuation and Power Reduction -- 9.3 Non-LTI Plants -- Glossary -- References -- Index 
590 |a SpringerLink  |b Springer Complete eBooks 
650 0 |a Feedback control systems. 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
700 1 |a Chen, Jie,  |d 1963 January 14-  |e author. 
700 1 |a Ishii, Hideaki,  |e author. 
830 0 |a Lecture notes in control and information sciences ;  |v v. 465.  |x 0170-8643 
856 4 0 |u https://proxy.k.utb.cz/login?url=https://link.springer.com/10.1007/978-3-319-49289-6  |y Plný text 
992 |c NTK-SpringerENG 
999 |c 99571  |d 99571 
993 |x NEPOSILAT  |y EIZ 

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