Advertisement

Stochastic Control and Filtering over Constrained Communication Networks

  • Qinyuan Liu
  • Zidong Wang
  • Xiao He
Book

Part of the Studies in Systems, Decision and Control book series (SSDC, volume 178)

Table of contents

  1. Front Matter
    Pages i-xvii
  2. Qinyuan Liu, Zidong Wang, Xiao He
    Pages 1-21
  3. Qinyuan Liu, Zidong Wang, Xiao He
    Pages 23-35
  4. Qinyuan Liu, Zidong Wang, Xiao He
    Pages 37-56
  5. Qinyuan Liu, Zidong Wang, Xiao He
    Pages 57-75
  6. Qinyuan Liu, Zidong Wang, Xiao He
    Pages 77-98
  7. Qinyuan Liu, Zidong Wang, Xiao He
    Pages 99-115
  8. Qinyuan Liu, Zidong Wang, Xiao He
    Pages 117-134
  9. Qinyuan Liu, Zidong Wang, Xiao He
    Pages 135-157
  10. Qinyuan Liu, Zidong Wang, Xiao He
    Pages 159-172
  11. Qinyuan Liu, Zidong Wang, Xiao He
    Pages 173-194
  12. Qinyuan Liu, Zidong Wang, Xiao He
    Pages 195-219
  13. Qinyuan Liu, Zidong Wang, Xiao He
    Pages 221-222

About this book

Introduction

Stochastic Control and Filtering over Constrained Communication Networks presents up-to-date research developments and novel methodologies on stochastic control and filtering for networked systems under constrained communication networks. It provides a framework of optimal controller/filter design, resilient filter design, stability and performance analysis for the systems considered, subject to various kinds of communication constraints, including signal-to-noise constraints, bandwidth constraints, and packet drops. Several techniques are employed to develop the controllers and filters desired, including:

  • recursive Riccati equations;
  • matrix decomposition;
  • optimal estimation theory; and
  • mathematical optimization methods.
Readers will benefit from the book’s new concepts, models and methodologies that have practical significance in control engineering and signal processing. Stochastic Control and Filtering over Constrained Communication Networks is a practical research reference for engineers dealing with networked control and filtering problems. It is also of interest to academics and students working in control and communication networks.

Keywords

Estimation and Filtering Networked Control Constrained Communication Network Distributed Estimation Wireless Sensor Network Stochastic Filtering

Authors and affiliations

  • Qinyuan Liu
    • 1
  • Zidong Wang
    • 2
  • Xiao He
    • 3
  1. 1.Department of Computer Science and TechnologyTongji UniversityShanghaiChina
  2. 2.Department of Computer ScienceBrunel University LondonUxbridgeUK
  3. 3.Department of AutomationTsinghua UniversityBeijingChina

Bibliographic information