Lecture Notes in Control and Information Sciences: From Information-Theoretic Measures to Control Performance Limitations

Fang, Song; Chen, Jie; Ishii, Hideaki

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.

Details

Published by: Springer

Publication Date: 2016-11-12

Format: Hardcover

ISBN-13: 9783319492889

DOI: 10.1007/978-3-319-49289-6

Dimensions: 235cm x155cm

Pages: 190