rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Stochastic Networked Control Systems
    sub title: Stabilization and Optimization under Information Constraints
  name:
    name part: Yüksel, Serdar.
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: Başar, Tamer.
    role:
      role term: author.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: xxu
    date issued: 2013
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XVIII, 482 p. online resource.
  abstract: 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. Salient features include: · Characterization, comparison and optimal design of information structures in static and dynamic teams. Operational, structural and topological properties of information structures in optimal decision making, with a systematic program for generating optimal encoding and control policies. The notion of signaling, and its utilization in stabilization and optimization of decentralized control systems. · Presentation of mathematical methods for stochastic stability of networked control systems using random-time, state-dependent drift conditions and martingale methods. · Characterization and study of information channels leading to various forms of stochastic stability such as stationarity, ergodicity, and quadratic stability; and connections with information and quantization theories. Analysis of various classes of centralized and decentralized control systems. · Jointly optimal design of encoding and control policies over various information channels and under general optimization criteria, including a detailed coverage of linear-quadratic-Gaussian models. · Decentralized agreement and dynamic optimization under informatio…
  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.
  note: by Serdar Yüksel, Tamer Başar.
  subject:
    topic: Mathematics
  subject:
    topic: Computer organization
  subject:
    topic: Computers
  subject:
    topic: Information theory
  subject:
    topic: System theory
  subject:
    topic: Mathematical optimization
  subject:
    topic: Electrical engineering
  subject:
    topic: Mathematics
  subject:
    topic: Information and Communication, Circuits
  subject:
    topic: Computer Systems Organization and Communication Networks
  subject:
    topic: Systems Theory, Control
  subject:
    topic: Communications Engineering, Networks
  subject:
    topic: Information Systems and Communication Service
  subject:
    topic: Optimization
  classification: Q350-390
  classification: QA10.4
  classification: 519
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Systems & Control: Foundations & Applications
  identifier: 9781461470854
  identifier: http://dx.doi.org/10.1007/978-1-4614-7085-4
  record info:
    record creation date: 130521
    record change date: 20151125212504.0
    record identifier: 978-1-4614-7085-4