Energy optimized micro genetic algorithm based LEACH protocol for WSN

被引：52
作者：
Radhika, M. [1 ]
Sivakumar, P. [2 ]
机构：
[1] Anna Univ, Dept Informat & Commun Engn, Chennai, Tamil Nadu, India
[2] Dr NGP Inst Technol, Dept ECE, Coimbatore, Tamil Nadu, India
来源：
WIRELESS NETWORKS | 2021年 / 27卷 / 01期
关键词：
Genetic algorithm; Wireless sensor network; LEACH; Energy efficiency; Network lifetime; WIRELESS SENSOR NETWORKS; EFFICIENCY;
D O I：
10.1007/s11276-020-02435-8
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This article presents the design, analyses and implementation of the novel routing protocol for energy optimization based on LEACH for WSN. Network Lifetime is the major problem in various routing protocols used in WSN. In order to overcome that problem, our proposed routing protocol is developed, which is a combination of Micro Genetic algorithm with LEACH protocol. Our proposed mu GA-LEACH protocol, strengthen the cluster head (CH) selection and also reduce the energy consumption of the network when compared to existing protocols. This paper shows the improvement of network lifetime and energy consumption with the optimal CH selection based on a micro genetic algorithm and also compared the results with an existing hierarchical routing protocol like LEACH, LEACH-C, LEACH GA and GADA LEACH routing protocol with various packet sizes, and initial energy.
引用
收藏
页码：27 / 40
页数：14
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