Artificial bee colony metaheuristic for energy-efficient clustering and routing in wireless sensor networks

被引：0
作者：
Palvinder Singh Mann
Satvir Singh
机构：
[1] I. K. G Punjab Technical University,S B S State Technical Campus
[2] Punjab Technical University,undefined
来源：
Soft Computing | 2017年 / 21卷
关键词：
Swarm intelligence; Efficient clustering; Energy-aware routing; Wireless sensor networks; Artificial bee colony;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Swarm intelligence (SI)-based metaheuristics are well applied to solve real-time optimization problems of efficient node clustering and energy-aware data routing in wireless sensor networks. This paper presents another superior approach for these optimization problems based on an artificial bee colony metaheuristic. The proposed clustering algorithm presents an efficient cluster formation mechanism with improved cluster head selection criteria based on a multi-objective fitness function, whereas the routing algorithm is devised to consume minimum energy with least hop-count for data transmission. Extensive evaluation and comparison of the proposed approach with existing well-known SI-based algorithms demonstrate its superiority over others in terms of packet delivery ratio, average energy consumed, average throughput and network life.
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收藏
页码：6699 / 6712
页数：13
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