Distributed Fusion Estimation for Sensor Networks with Communication Constraints

AvWen-An Zhang,Bo Chen

Häftad, Engelska, 2018

1 081 kr

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Beskrivning

Thisbook systematically presents energy-efficient robust fusion estimation methodsto achieve thorough and comprehensive results in the context of network-basedfusion estimation. It summarizes recent findings on fusion estimation withcommunication constraints; several novel energy-efficient and robust designmethods for dealing with energy constraints and network-induced uncertaintiesare presented, such as delays, packet losses, and asynchronous information...All the results are presented as algorithms, which are convenient for practicalapplications.

Produktinformation

Utgivningsdatum:2018-09-09
Mått:155 x 235 x 12 mm
Vikt:388 g
Format:Häftad
Språk:Engelska
Antal sidor:210
Förlag:Springer Verlag, Singapore
ISBN:9789811092541

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Innehållsförteckning

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.