Stochastic networked control systems. Stabilization and optimization under information constraints
type: Item
instance of: scholarly article
title: Stochastic networked control systems. Stabilization and optimization under information constraints
zbMATH Open document ID: 1280.93003
DOI: 10.1007/978-1-4614-7085-4
author: Serdar Yüksel
author: Tamer Başar
published in: Systems \& Control: Foundations \& Applications
publication date: 2013-04-08T00:00:00Z
review text: This is a book that encompasses a large area of problems extending from vehicle communication to space exploration, and economics. Due to the variety of treated problems, this new domain is based on some subdomains which are themselves studied separately in most of cases, such as applied mathematics, decentralized stochastic control, information theory and quantization. The book represents a self-contained theoretical foundation endowed with mathematical rigor of a general structure where the various components interact due the exchange of mutual information in order to realize the stochastic stability according to some optimization criteria established by the local leaders. In order the reader have a general idea of the scientific content and included items, we look at the table of contents: 1) Introduction; Part I Information Structures in Networked Control containing the chapters: 2) Networked Control Systems as Stochastic Team Decision Problems: A General Introduction; 3) Characterization and Comparison of Information Structures; 4) Topological Properties of Information Structures: Comparison, Convergence, and Optimization; Part II Stabilization of Networked Control Systems containing the chapters: 5) Coding for Control and Connections with Information Theory; 6) Stochastic Stability and Drift Criteria for Markov Chains in Networked Control; 7) Stochastic Stabilization over Noiseless Channels; 8) Stochastic Stabilization over Noisy Channels; 9) Stabilization of Decentralized Systems over Communication Channels; Part III: Optimization in Networked Control; Design of Optimal Policies under Information Constraints 10) Optimization of Real-Time Coding and Control Policies: Structural and Existence Results 11) Optimal Coding and Control for Linear Gaussian Systems over Gaussian Channels under Quadratic Cost; 12) Agreement in Teams and the Dynamic Programming Approach under Information Constraints. Appendices: A Topological Notions and Optimization; B Probability Theo…
Mathematics Subject Classification ID: 93-02
Mathematics Subject Classification ID: 93E03
Mathematics Subject Classification ID: 93E15
Mathematics Subject Classification ID: 93E20
Mathematics Subject Classification ID: 60B10
Mathematics Subject Classification ID: 60J20
Mathematics Subject Classification ID: 62B10
Mathematics Subject Classification ID: 91B06
Mathematics Subject Classification ID: 94A05
zbMATH DE Number: 6151693
zbMATH Keywords: control systems
zbMATH Keywords: stochastic control systems
zbMATH Keywords: system stabilization
zbMATH Keywords: system optimization
reviewed by: Dumitru Stanomir
MaRDI profile type: Publication
full work available at URL: https://doi.org/10.1007/978-1-4614-7085-4
OpenAlex ID: W4244096180
description: scientific article; zbMATH DE number 6151693