Cluster Head Selection and Multipath Routing Based Energy Efficient Wireless Sensor Network

被引:0
|
作者
Shanmugapriya, T. [1 ]
Kousalya, Dr. K. [2 ]
机构
[1] SNS Coll Technol, Dept Informat Technol, Coimbatore 641035, India
[2] Kongu Engn Coll, Dept Comp Sci & Engn, Erode 638060, India
来源
INTELLIGENT AUTOMATION AND SOFT COMPUTING | 2023年 / 36卷 / 01期
关键词
Wireless sensor network; routing; clustering; mobility; low-energy adaptive clustering hierarchy; energy efficient heterogeneous clustered; artificial bee colony; PROTOCOL; ALGORITHM; SCHEME;
D O I
10.32604/iasc.2023.032074
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The Wireless Sensor Network (WSN) is a network of Sensor Nodes (SN) which adopt radio signals for communication amongst themselves. There is an increase in the prominence of WSN adaptability to emerging applications like the Internet of Things (IoT) and Cyber-Physical Systems (CPS). Data secur-ity, detection of faults, management of energy, collection and distribution of data, network protocol, network coverage, mobility of nodes, and network heterogene-ity are some of the issues confronted by WSNs. There is not much published information on issues related to node mobility and management of energy at the time of aggregation of data. Towards the goal of boosting the mobility-based WSNs' network performance and energy, data aggregation protocols such as the presently-used Mobility Low-Energy Adaptive Clustering Hierarchy (LEACH-M) and Energy Efficient Heterogeneous Clustered (EEHC) scheme have been exam-ined in this work. A novel Artificial Bee Colony (ABC) algorithm is proposed in this work for effective election of CHs and multipath routing in WSNs so as to enable effective data transfer to the Base Station (BS) with least energy utilization. There is avoidance of the local optima problem at the time of solution space search in this proposed technique. Experimentations have been conducted on a large WSN network that has issues with mobility of nodes.
引用
收藏
页码:879 / 894
页数:16
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