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Distributed fusion estimation for sensor networks with communication constraints

Record Type:	Electronic resources : Monograph/item
Title/Author:	Distributed fusion estimation for sensor networks with communication constraintsby Wen-An Zhang ... [et al.].
other author:	Zhang, Wen-An.
Published:	Singapore :Springer Singapore :2016.
Description:	xii, 210 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Wireless sensor networks.
Online resource:	http://dx.doi.org/10.1007/978-981-10-0795-8
ISBN:	9789811007958$q(electronic bk.)

Distributed fusion estimation for sensor networks with communication constraints
Distributed fusion estimation for sensor networks with communication constraints[electronic resource] /by Wen-An Zhang ... [et al.]. - Singapore :Springer Singapore :2016. - xii, 210 p. :ill. (some col.), digital ;24 cm.

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.

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.

ISBN: 9789811007958$q(electronic bk.)

Standard No.: 10.1007/978-981-10-0795-8doiSubjects--Topical Terms:

376151
Wireless sensor networks.

LC Class. No.: TK7872.D48

Dewey Class. No.: 004.6

Distributed fusion estimation for sensor networks with communication constraints
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245 0 0 $a Distributed fusion estimation for sensor networks with communication constraints $h [electronic resource] / $c by Wen-An Zhang ... [et al.].
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300 $a xii, 210 p. : $b ill. (some col.), digital ; $c 24 cm.
505 0 $a 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.
520 $a 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.
650 0 $a Wireless sensor networks. $3 376151
650 1 4 $a Engineering. $3 210888
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650 2 4 $a Signal, Image and Speech Processing. $3 273768
650 2 4 $a Communications Engineering, Networks. $3 273745
650 2 4 $a Computer Communication Networks. $3 218087
700 1 $a Zhang, Wen-An. $3 747713
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