2023
DOI: 10.11591/ijece.v13i1.pp465-472
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Fitness function X-means for prolonging wireless sensor networks lifetime

Abstract: <span lang="EN-US">X-means and k-means are clustering algorithms proposed as a solution for prolonging wireless sensor networks (WSN) lifetime. In general, X-means overcomes k-means limitations such as predetermined number of clusters. The main concept of X-means is to create a network with basic clusters called parents and then generate (</span><em><span lang="EN-US">j</span></em><span lang="EN-US">) number of children clusters by parents splitting. X-means did not pr… Show more

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