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This paper proposes collaborative data gathering mechanism based on fuzzy decision for wireless sensor networks. The proposed algorithm integrates some key parameters, for example, nodes\u2019 residual energy level, the number of neighbors, centrality degree, and distance to the sink, into fuzzy decision. 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