Distributed Soft Clustering Algorithm for IoT Based on Finite Time Average Consensus

IEEE Internet of Things Journal(2021)

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摘要
Clustering is a common technique for statistical data analysis and it has been widely used in many fields. This article investigates data clustering over the Internet-of-Things (IoT) network. Facing the IoT network challenges, including data volume, communication latency, and information security, we here propose a distributed soft clustering algorithm for the IoT environments where each IoT node ...
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关键词
Clustering algorithms,Internet of Things,Distributed databases,Partitioning algorithms,Convergence,Consensus algorithm,Clustering methods
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