CFMTL: Clustering Wireless Sensor Network Using Fuzzy Logic and Mobile Sink In Three-Level

Publish Year: 1393
نوع سند: مقاله ژورنالی
زبان: English
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شناسه ملی سند علمی:

JR_ACSIJ-3-6_004

تاریخ نمایه سازی: 9 اسفند 1393

Abstract:

Lifetime enhancement has always been of crucial importance for energy constrained sensor network due to resource limitations of sensor nodes. The protocol play important roll, which canminimize the delay while offering high energy efficiency and long span of network lifetime. This paper concentrate on energyoptimization by introducing a novel and an adaptive clustering algorithm that is fuzzy logic and mobile sink based. In this paper,a three- level fuzzy logic is utilized to evaluate the Priority of sensors to become a cluster head. In the first level, the qualified nodes are selected based on their residual-energy and density ofthem. Then, in the second level, nodes overall cooperation is considered in the whole network with three fuzzy parameters.These parameters are centrality, proximity to base station and distance be- tween cluster-heads. In the third level, the sink ismove based on two parameters energy of cluster heads and distance of cluster heads to sink. This paper compares the resultof this CFMTL approach to LEACH, Fuzzy, GA and FGA algorithms.

Authors

Ali Abdi Seyedkolaei

Department of Computer, Shahid Beheshti University, Tehran, Iran

Ali Zakerolhosseini

Department of Computer, Shahid Beheshti University, Tehran, Iran