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Distributed fusion estimation for sensor networks with communication constraints[electronic resource] /

Record Type:	Language materials, printed : Monograph/item
[NT 15000414]:	004.6
Title/Author:	Distributed fusion estimation for sensor networks with communication constraints/ by 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.
Subject:	Engineering.
Subject:	Control.
Subject:	Signal, Image and Speech Processing.
Subject:	Communications Engineering, Networks.
Subject:	Computer Communication Networks.
ISBN:	9789811007958
ISBN:	9789811007934
[NT 15000228]:	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.
[NT 15000229]:	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.
Online resource:	http://dx.doi.org/10.1007/978-981-10-0795-8

Distributed fusion estimation for sensor networks with communication constraints[electronic resource] /
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

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

388729
Wireless sensor networks.

LC Class. No.: TK7872.D48

Dewey Class. No.: 004.6

Distributed fusion estimation for sensor networks with communication constraints[electronic resource] /
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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 388729
650 1 4 $a Engineering. $3 372756
650 2 4 $a Control. $3 463886
650 2 4 $a Signal, Image and Speech Processing. $3 463860
650 2 4 $a Communications Engineering, Networks. $3 463863
650 2 4 $a Computer Communication Networks. $3 464535
700 1 $a Zhang, Wen-An. $3 647021
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856 4 0 $u http://dx.doi.org/10.1007/978-981-10-0795-8
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