From the book reviews: "The monograph delves specifically into the control aspects of NCS and feedback-based systems in general. Due to the mathematical sophistication required, it is ideally suitable for seasoned researchers in the area of control systems, although beginners could benefit by reading the introductory sections of various chapters. This book is a must-read for researchers who work at the intersection of communications, control, and information theory." (Laxminarayana Pillutla, Computing Reviews, February, 2015)

Information and Control in Networks demonstrates the way in which system dynamics and information flows intertwine as they evolve, and the central role played by information in the control of complex networked systems.

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Information and Control in Networks demonstrates the way in which system dynamics and information flows intertwine as they evolve, and the central role played by information in the control of complex networked systems. It is a milestone on the road to that convergence from traditionally independent development of control theory and information theory which has emerged strongly in the last fifteen years, and is now a very active research field. In addition to efforts in control and information theory, the text is witness to strong research in such diverse fields as computer science, mathematics, and statistics. Aspects that are given specialist treatment include:

·                 data-rate theorems;

·                 computation and control over communication networks;

·                 decentralized stochastic control;

·                 Gaussian networks and Gaussian–Markov random fields; and

·                 routability in information networks.

Information and Control in Networks collects contributions from world-leading researchers in the area who came together for the Lund Center for Control of Complex Engineering Systems Workshop in Information and Control in Networks from 17th–19th October 2012; the workshop being the centrepiece of a five-week-long focus period on the same theme. A source of exciting cross-fertilization and new ideas for extensive future research, this volume will be of great interest to any researcher or graduate student interested in the interaction of control and information theory.

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Contributes to scarce literature on a unified approach to information theory and control Themes addressed will be the foundation of extensive research in the near- and medium-term future Demonstrates work using a variety of control paradigms on networks with various characteristics Includes supplementary material: sn.pub/extras
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Produktdetaljer

ISBN
9783319021492
Publisert
2013-11-12
Utgiver
Springer International Publishing AG
Høyde
235 mm
Bredde
155 mm
Aldersnivå
Research, P, 06
Språk
Product language
Engelsk
Format
Product format
Heftet
Antall sider
14