Affiliation:
1. Department of Electronics and Communication Engineering Guru Nanak Dev University, Regional Campus Jalandhar 144007 India
Abstract
SummaryThe proliferation in the sensing technology in wireless sensor network has left an everlasting impact to revolutionize every sector of human's lives. The limited battery of sensor nodes (SNs) has generated a tremendous challenge for the researchers to ameliorate the network's life span. To pacify this concern, in this paper, we have proposed a particle swarm optimization (PSO)‐based dual sink mobility (PSODSM) technique to reduce the energy expenditure of the SNs. PSODSM has the paramount focus on the cluster head (CH) selection based on integration of crucial factors: “ratio of remaining energy to the initial energy,” node degree, node centrality, separation factor between the SN and the sink, CH number, and energy consumption rate. As soon as the CHs are selected, two sinks placed opposite to each other are made to move towards the selected CHs for data collection. The most prominent fact is the movement of sinks which is done outside the periphery of the network to collect data rather than the reported conventional research works that employ sink mobility inside the network. Extensive simulations are performed to examine the empirical evaluation of PSODSM based on the benchmark of different performance metrics. The performance validation of PSODSM is done against the other meta‐heuristic algorithms, and findings show that the PSODSM outperforms the competitive algorithms and is also found to be scalable pertaining to real time implementation.
Subject
Electrical and Electronic Engineering,Computer Networks and Communications
Reference57 articles.
1. Survey on wireless sensor network devices
2. ArampatzisT LygerosJ ManesisS.A survey of applications of wireless sensors and wireless sensor networks. InProceedings of the IEEE International Symposium on Mediterrean Conference on Control and Automation 2005:719‐724. Accessed: Sep. 18 2017. [Online]. Available:http://ieeexplore.ieee.org/abstract/document/1467103/
3. HealyM NeweT LewisE.Wireless sensor node hardware: a review. InSENSORS 2008 IEEE 2008:621‐624.
4. PantD VermaS DhuliyaP.A study on disaster detection and management using WSN in Himalayan region of Uttarakhand. In3rd International conference on advances in computing communication & automation (ICACCA)(Fall) 2017:1‐6.
5. Wireless sensor network and hierarchical routing protocols: a review;Verma S;Int J Comput Trends Technol IJCTT,2013
Cited by
13 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献