Stochastic Networked Control Systems, 1st Edition

  • Published By:
  • ISBN-10: 1461470854
  • ISBN-13: 9781461470854
  • DDC: 629.8312
  • Grade Level Range: College Freshman - College Senior
  • 482 Pages | eBook
  • Original Copyright 2013 | Published/Released June 2014
  • This publication's content originally published in print form: 2013

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Table of Contents

Front Cover.
Other Frontmatter.
Systems & Control: Foundations & Applications.
Title Page.
Copyright Page.
Acronyms and Notations.
1: Introduction.
2: Information Structures in Networked Control.
3: Networked Control Systems as Stochastic Team Decision Problems: A General Introduction.
4: Characterization and Comparison of Information Structures.
5: Topological Properties of Information Structures: Comparison, Convergence, and Optimization.
6: Stabilization of Networked Control Systems.
7: Coding for Control and Connections with Information Theory.
8: Stochastic Stability and Drift Criteria for Markov Chains in Networked Control.
9: Stochastic Stabilization Over Noiseless Channels.
10: Stochastic Stabilization Over Noisy Channels.
11: Stabilization of Decentralized Systems Over Communication Channels.
12: Optimization in Networked Control: Design of Optimal Policies under Information Constraints.
13: Optimization of Real-Time Coding and Control Policies: Structural and Existence Results.
14: Optimal Coding and Control for Linear Gaussian Systems Over Gaussian Channels under Quadratic Cost.
15: Agreement in Teams and the Dynamic Programming Approach under Information Constraints.
Topological Notions and Optimization.
Probability Theory and Stochastic Processes.
Markov Chains, Martingales, and Ergodic Processes.
Markov Decision Theory and Optimality of Markov Policies.