Linear High-Order Distributed Average Consensus Algorithm in Wireless Sensor Networks

Linear High-Order Distributed Average Consensus Algorithm in Wireless Sensor Networks

This paper presents a linear high-order distributed average consensus (DAC) algorithm for wireless sensor networks. The average consensus property and the convergence rate of the high-order DAC algorithm are analyzed. In particular, the convergence rate is determined by the spectral radius of a netw...

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Main Authors: Gang Xiong, Shalinee Kishore
Format: Article
Language:English
Published: SpringerOpen 2010-01-01
Series:EURASIP Journal on Advances in Signal Processing
Online Access:http://dx.doi.org/10.1155/2010/373604
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spelling doaj-5ff3a90897ee461393802d050475ad5e2020-11-24T21:23:50ZengSpringerOpenEURASIP Journal on Advances in Signal Processing1687-61721687-61802010-01-01201010.1155/2010/373604Linear High-Order Distributed Average Consensus Algorithm in Wireless Sensor NetworksGang XiongShalinee KishoreThis paper presents a linear high-order distributed average consensus (DAC) algorithm for wireless sensor networks. The average consensus property and the convergence rate of the high-order DAC algorithm are analyzed. In particular, the convergence rate is determined by the spectral radius of a network topology-dependent matrix. Numerical results indicate that this simple linear high-order DAC algorithm can accelerate the convergence without additional communication overhead and reconfiguration of network topology. http://dx.doi.org/10.1155/2010/373604
collection DOAJ
language English
format Article
sources DOAJ
author Gang Xiong
Shalinee Kishore
spellingShingle Gang Xiong
Shalinee Kishore
Linear High-Order Distributed Average Consensus Algorithm in Wireless Sensor Networks
EURASIP Journal on Advances in Signal Processing
author_facet Gang Xiong
Shalinee Kishore
author_sort Gang Xiong
title Linear High-Order Distributed Average Consensus Algorithm in Wireless Sensor Networks
title_short Linear High-Order Distributed Average Consensus Algorithm in Wireless Sensor Networks
title_full Linear High-Order Distributed Average Consensus Algorithm in Wireless Sensor Networks
title_fullStr Linear High-Order Distributed Average Consensus Algorithm in Wireless Sensor Networks
title_full_unstemmed Linear High-Order Distributed Average Consensus Algorithm in Wireless Sensor Networks
title_sort linear high-order distributed average consensus algorithm in wireless sensor networks
publisher SpringerOpen
series EURASIP Journal on Advances in Signal Processing
issn 1687-6172
1687-6180
publishDate 2010-01-01
description This paper presents a linear high-order distributed average consensus (DAC) algorithm for wireless sensor networks. The average consensus property and the convergence rate of the high-order DAC algorithm are analyzed. In particular, the convergence rate is determined by the spectral radius of a network topology-dependent matrix. Numerical results indicate that this simple linear high-order DAC algorithm can accelerate the convergence without additional communication overhead and reconfiguration of network topology.
url http://dx.doi.org/10.1155/2010/373604
work_keys_str_mv AT gangxiong linearhighorderdistributedaverageconsensusalgorithminwirelesssensornetworks
AT shalineekishore linearhighorderdistributedaverageconsensusalgorithminwirelesssensornetworks
_version_ 1725990935429382144

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