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1 Burnside Industrial and Control Engineering- Control Engineering

Stochastic Networked Control Systems: Stabilization and Optimization Under Information Constraints (Systems & Control: Foundations & Applications)

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Stochastic Networked Control Systems: Stabilization and Optimization Under Information Constraints (Systems & Control: Foundations & Applications) Cover

 

Synopses & Reviews

Publisher Comments:

Networked control systems are increasingly ubiquitous today, with applications ranging from vehicle communication and adaptive power grids to space exploration and economics. The optimal design of such systems presents major challenges, requiring tools from various disciplines within applied mathematics such as decentralized control, stochastic control, information theory, and quantization. A thorough, self-contained book, Stochastic Networked Control Systems: Stabilization and Optimization under Information Constraints aims to connect these diverse disciplines with precision and rigor, while conveying design guidelines to controller architects. Unique in the literature, it lays a comprehensive theoretical foundation for the study of networked control systems, and introduces an array of concrete tools for work in the field.

Synopsis:

This book lays a comprehensive theoretical foundation for the study of networked control systems, and introduces tools for work in the field. Covers characterization, comparison and design of information structures in static and dynamic teams and much more.

Table of Contents

Introduction.- Part I Information Structures in Networked Control.- Networked Control Systems as Stochastic Team Decision Problems: A General Introduction.- Characterization and Comparison of Information Structures.- Topological Properties of Information Structures: Comparison, Convergence and Optimization.- Part II Stabilization of Networked Control Systems.- Coding for Control and Connections with Information Theory.- Stochastic Stability and Drift Criteria for Markov Chains in Networked Control.- Stochastic Stabilization over Noiseless Channels.- Stochastic Stabilization over Noisy Channels.- Stabilization of Decentralized Systems over Communication Channels.- Part III Optimization in Networked Control: Design of Optimal Policies under Information Constraints.- Optimization of Real-Time Coding and Control Policies: Structural and Existence Results.- Optimal Coding and Control for Linear Gaussian Systems over Gaussian Channels under Quadratic Cost.- Agreement in Teams and the Dynamic Programming Approach under Information Constraints.- A Topological Notions and Optimization.- B Probability Theory and Stochastic Processes.- C Markov Chains, Martingales and Ergodic Processes.- D Markov Decision Theory and Optimality of Markov Policies.- References.- Index.

Product Details

ISBN:
9781461470847
Author:
Yuksel, Serdar
Publisher:
Birkhauser
Author:
Yüksel, Serdar
Author:
Basar, Tamer
Location:
New York, NY
Subject:
Applied
Subject:
Markov Chains
Subject:
communication channels
Subject:
decentralized control
Subject:
Information Structures
Subject:
Information Theory
Subject:
networked control systems
Subject:
source coding
Subject:
Stochastic Control
Subject:
Information and Communication, Circuits
Subject:
Computer Systems Organization and Communication Networks
Subject:
Communications Engineering, Networks
Subject:
Systems Theory, Control
Subject:
Information Systems and Communication Service
Subject:
OPTIMIZATION
Subject:
Mathematics-Applied
Subject:
Mathematics
Subject:
B
Subject:
mathematics and statistics
Subject:
Computer network architectures
Subject:
Systems theory.
Subject:
Telecommunication
Subject:
Information Systems
Subject:
Mathematical optimization
Copyright:
Edition Description:
2013
Series:
Systems & Control: Foundations & Applications
Publication Date:
20130601
Binding:
HARDCOVER
Language:
English
Pages:
473
Dimensions:
235 x 155 mm

Related Subjects

Computers and Internet » Computers Reference » General
Computers and Internet » Internet » Online
Computers and Internet » Networking » General
Engineering » Communications » Telephony
Engineering » Industrial and Control Engineering » Control Engineering
Science and Mathematics » Agriculture » General
Science and Mathematics » Mathematics » Applied
Science and Mathematics » Mathematics » Systems Theory

Stochastic Networked Control Systems: Stabilization and Optimization Under Information Constraints (Systems & Control: Foundations & Applications) Used Hardcover
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Product details 473 pages Birkhauser - English 9781461470847 Reviews:
"Synopsis" by , This book lays a comprehensive theoretical foundation for the study of networked control systems, and introduces tools for work in the field. Covers characterization, comparison and design of information structures in static and dynamic teams and much more.
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