Distributed Fusion Estimation For Sensor Networks With Communication Constraints by Wen-an ZhangDistributed Fusion Estimation For Sensor Networks With Communication Constraints by Wen-an Zhang

Distributed Fusion Estimation For Sensor Networks With Communication Constraints

byWen-an Zhang, Bo Chen, Haiyu Song

Hardcover | June 6, 2016

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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.

Title:Distributed Fusion Estimation For Sensor Networks With Communication ConstraintsFormat:HardcoverDimensions:210 pages, 23.5 × 15.5 × 0.03 inPublished:June 6, 2016Publisher:Springer-Verlag/Sci-Tech/TradeLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:9811007934

ISBN - 13:9789811007934

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Table of Contents

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.