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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2010-01-01
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Series: | EURASIP Journal on Advances in Signal Processing |
Online Access: | http://dx.doi.org/10.1155/2010/373604 |
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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 |