Distributed Fusion Estimation for Sensor Networks with Communication Constraints

  • Wen-An Zhang
  • Bo Chen
  • Haiyu Song
  • Li Yu

Table of contents

  1. Front Matter
    Pages i-xii
  2. Wen-An Zhang, Bo Chen, Haiyu Song, Li Yu
    Pages 1-10
  3. Wen-An Zhang, Bo Chen, Haiyu Song, Li Yu
    Pages 11-44
  4. Wen-An Zhang, Bo Chen, Haiyu Song, Li Yu
    Pages 45-74
  5. Wen-An Zhang, Bo Chen, Haiyu Song, Li Yu
    Pages 75-97
  6. Wen-An Zhang, Bo Chen, Haiyu Song, Li Yu
    Pages 99-134
  7. Wen-An Zhang, Bo Chen, Haiyu Song, Li Yu
    Pages 135-146
  8. Wen-An Zhang, Bo Chen, Haiyu Song, Li Yu
    Pages 147-159
  9. Wen-An Zhang, Bo Chen, Haiyu Song, Li Yu
    Pages 161-185
  10. Wen-An Zhang, Bo Chen, Haiyu Song, Li Yu
    Pages 187-207
  11. Back Matter
    Pages 209-210

About this book

Introduction

This book systematically presents energy-efficient robust fusion estimation methods to achieve thorough and comprehensive results in the context of network-based fusion estimation. It summarizes recent findings on fusion estimation with communication constraints; several novel energy-efficient and robust design methods for dealing with energy constraints and network-induced uncertainties are presented, such as delays, packet losses, and asynchronous information... All the results are presented as algorithms, which are convenient for practical applications.

Keywords

Communication constraints Information fusion Kalman filtering Optimal estimation Sensor networks

Authors and affiliations

  • Wen-An Zhang
    • 1
  • Bo Chen
    • 2
  • Haiyu Song
    • 3
  • Li Yu
    • 4
  1. 1.Department of AutomationZhejiang University of TechnologyHangzhouChina
  2. 2.Department of AutomationZhejiang University of TechnologyHangzhouChina
  3. 3.Zhejiang Uni. of Finance & EconomicsHangzhouChina
  4. 4.Zhejiang University of TechnologyHangzhouChina

Bibliographic information

  • DOI https://doi.org/10.1007/978-981-10-0795-8
  • Copyright Information Science Press, Beijing and Springer Science+Business Media Singapore 2016
  • Publisher Name Springer, Singapore
  • eBook Packages Engineering
  • Print ISBN 978-981-10-0793-4
  • Online ISBN 978-981-10-0795-8
  • About this book