Stochastic Networked Control Systems [electronic resource] Stabilization and Optimization under Information Constraints / by Serdar Yüksel, Tamer Başar.

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 mathema...

Full description

Bibliographic Details
Uniform Title:Systems & Control: Foundations & Applications, 2324-9757
Main Authors: Yüksel, Serdar (Author)
Başar, Tamer (Author)
Corporate Author: SpringerLink (Online service)
Language:English
Published: New York, NY : Springer New York : Imprint: Birkhäuser, 2013.
Edition:1st ed. 2013.
Series:Systems & Control: Foundations & Applications,
Subjects:
Computer science—Mathematics.
Computer engineering.
Computer networks .
System theory.
Control theory.
Telecommunication.
Mathematical optimization.
Online Access:
Springer English/International eBooks 2013 - Full Set: 2013 (Springer Link)
Variant Title:
Stochastic Networked Control Systems: Stabilization and Optimization Under Information Constraints
Format: Electronic eBook
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.