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Distributed Fusion Estimation for Sensor Networks with Communication Constraints

Autor Wen-An Zhang, Bo Chen, Haiyu Song, Li Yu
en Limba Engleză Hardback – 6 iun 2016
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.
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Specificații

ISBN-13: 9789811007934
ISBN-10: 9811007934
Pagini: 210
Ilustrații: XII, 210 p. 96 illus., 38 illus. in color.
Dimensiuni: 155 x 235 x 18 mm
Greutate: 0.57 kg
Ediția:1st ed. 2016
Editura: Springer Nature Singapore
Colecția Springer
Locul publicării:Singapore, Singapore

Cuprins

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.

Textul de pe ultima copertă

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.

Caracteristici

The first book to discuss multi-sensor fusion estimation for sensor networks with communication constraints Provide a novel dimension reduction method for energy-efficient fusion Provide a novel multi-rate method for energy-efficient fusion estimation Provide a novel fusionestimation method for sensor networks with delays and packet losses