Distributed Fusion Estimation for Sensor Networks with Communication Constraints

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 r...

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Bibliographic Details
Main Authors: Zhang, Wen-An (Author), Chen, Bo (Author), Song, Haiyu (Author), Yu, Li (Author)
Corporate Author: SpringerLink (Online service)
Format: e-Book
Language:English
Published: Singapore : Springer Nature Singapore : 2016.
Imprint: Springer,
Edition:1st ed. 2016.
Subjects:
Control engineering.
Signal processing.
Telecommunication.
Computer networks .
Control and Systems Theory.
Signal, Speech and Image Processing.
Communications Engineering, Networks.
Computer Communication Networks.
Online Access:Full-text access
Description
Summary: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.
Physical Description:XII, 210 p. 96 illus., 38 illus. in color. online resource.
ISBN:9789811007958
DOI:10.1007/978-981-10-0795-8

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