Distributed Fusion Estimation for Sensor Networks with Communication Constraints, Softcover reprint of the original 1st ed. 2016
Langue : Anglais
Auteurs : Zhang Wen-An, Chen Bo, Song Haiyu, Yu Li
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.
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.
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 fusion estimation method for sensor networks with delays and packet losses
Date de parution : 09-2018
Ouvrage de 210 p.
15.5x23.5 cm
Date de parution : 06-2016
Ouvrage de 210 p.
15.5x23.5 cm
Thèmes de Distributed Fusion Estimation for Sensor Networks with... :
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