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zhang wen-an; chen bo; song haiyu; yu li - distributed fusion estimation for sensor networks with communication constraints

Distributed Fusion Estimation for Sensor Networks with Communication Constraints

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 06/2016
Edizione: 1st ed. 2016





Trama

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.





Sommario

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.










Altre Informazioni

ISBN:

9789811007934

Condizione: Nuovo
Dimensioni: 235 x 155 mm
Formato: Copertina rigida
Illustration Notes:XII, 210 p. 96 illus., 38 illus. in color.
Pagine Arabe: 210
Pagine Romane: xii


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