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Cluster-Based Distributed Consensus

delete2009-01-01
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李文俊 封面图
李文俊 (Wenjun Li) *
H
Huaiyu Dai
DOI:10.1109/T-WC.2009.071146delete
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摘要

摘要

En 中文
In this paper, we incorporate clustering techniques into distributed consensus algorithms for faster convergence and better energy efficiency. Together with a simple distributed clustering algorithm, we design cluster-based distributed consensus algorithms in forms of both fixed linear iteration and randomized gossip. The time complexity of the proposed algorithms is presented in terms of metrics of the original and induced graphs, through which the advantage of clustering is revealed. Our cluster-based algorithms are also shown to achieve an Omega(log n) gain in message complexity over the standard ones.
Keyword:
Clustering
distributed computing
distributed consensus
sensor networks
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期刊

IEEE Transactions on Wireless Communications 封面图
IEEE Transactions on Wireless Communications
IF:
10.7
论文数:
1.3W
被引数:
5.3W

机构

Q
qualcomm
学者数:
782
论文数: 646
被引数: 1
N
North Carolina State University
学者数:
2.6W
论文数: 2.3W
被引数: 3.7W
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