Distributed fusion estimation for sensor networks with communication constraints [electronic resource] / Wen-An Zhang, Bo Chen, Haiyu Song, Li Yu.
Zhang, Wen-An, author.; Chen, Bo, author.; Song, Haiyu, author.; Yu, Li, author.
2016
TK7872.D48
Available Online

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Title Distributed fusion estimation for sensor networks with communication constraints [electronic resource] / Wen-An Zhang, Bo Chen, Haiyu Song, Li Yu.
ISBN 9789811007958 (electronic book)
9811007950 (electronic book)
9789811007934
Published Singapore : Springer, 2016.
Language English
Description 1 online resource (xii, 210 pages) : illustrations.
Call Number TK7872.D48
Dewey Decimal Classification 004.6
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.
Bibliography, etc. Note Includes bibliographical references and index.
Access Note Access limited to authorized users.
Source of Description Online resource; title from PDF title page (SpringerLink, viewed June 3, 2016).
Added Author Zhang, Wen-An, author.
Chen, Bo, author.
Song, Haiyu, author.
Yu, Li, author.
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Introduction
Multi-Rate Kalman Fusion Estimation for WSNs
Kalman Fusion Estimation for WSNs with Non-Uniform Estimation Rates
H1 Fusion Estimation for WSNs with Non-Uniform Sampling Rates
Fusion Estimation for WSNs Using Dimension Reduction Method
H1 Fusion Estimation for WSNs with Quantization
Hierarchical Asynchronous Fusion Estimation for WSNs
Fusion Estimation for WSNs with Delayed Measurements
Fusion Estimation for WSNs with Delays and Packet Losses.

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