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J. L. Zhou, Q. Y. Cao, R. C. Huang, et al., “A Genetic Algorithm Based on Extended Sequence and Topology Encoding for the Multicast Protocol in Two-tiered WSN,” Expert Systems with Applications, Vol. 37, No. 2, 2010, pp. 1684-1695. doi:10.1016/j.eswa.2009.06.043

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• TITLE: A Low Energy Consumption Clustering Routing Protocol Based on K-Means

  AUTHORS: Shan Zhong, Guihua Wang, Xiaohui Leng, Xiaona Wang, Lian Xue, Yue Gu

  KEYWORDS: Clustering Routing; Low Energy Consumption; K-Means

  JOURNAL NAME: Journal of Software Engineering and Applications, Vol.5 No.12, December 31, 2012

  ABSTRACT: A low energy consumption clustering algorism based on LEACH is researched. Firstly, A method for obtaining the number of clusters k is given, then using the K-Means algorism to divide all the sensor nodes in WSN to the k clusters, in the whole network life cycle the cluster will not changed, and when the energy of cluster head is lower than some threshold, it will be changed. The data transmission between cluster heads to sink node use mixed model, namely, the cluster near the sink node using the single hop and the one far from it using the multiple hops. The experiment shows our method has the longer life cycle and more received information. It is an effective clustering protocol.