Bee Colony Optimization for Data Aggregation in Wireless Sensor Networks

被引：3
|
作者：
Kumar, Sujit [1 ]
Kumar, Sushil [1 ]
机构：
[1] Jawaharlal Nehru Univ, Sch Comp & Syst Sci, New Delhi 110067, India
来源：
PROCEEDINGS OF 3RD INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING, NETWORKING AND INFORMATICS, ICACNI 2015, VOL 2 | 2016年 / 44卷
关键词：
Wireless sensor networks; Data aggregation; Bee colony optimization; Energy-efficiency;
D O I：
10.1007/978-81-322-2529-4_25
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Energy constraint nature of wireless sensor networks has led to the need of data aggregation. Problem of optimal data aggregation scheme is a NP-hard problem. Bee colony System, a metaheuristic algorithm, imparts inherent and natural means of optimization for optimal data aggregation. In this paper, Bee Colony Optimization (BCO) using Bee Fuzzy System is used for data aggregation in wireless sensor networks (WSNs). Simulation is done using MATLAB. The performance shows the considerable improvement in energy optimization of wireless sensor networks.
引用
收藏
页码：239 / 246
页数：8
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