• KSII Transactions on Internet and Information Systems
    Monthly Online Journal (eISSN: 1976-7277)

Research on Low-energy Adaptive Clustering Hierarchy Protocol based on Multi-objective Coupling Algorithm

Vol. 14, No. 4, April 30, 2020
10.3837/tiis.2020.04.003, Download Paper (Free):

Abstract

Wireless Sensor Networks (WSN) is a distributed Sensor network whose terminals are sensors that can sense and check the environment. Sensors are typically battery-powered and deployed in where the batteries are difficult to replace. Therefore, maximize the consumption of node energy and extend the network’s life cycle are the problems that must to face. Low-energy adaptive clustering hierarchy (LEACH) protocol is an adaptive clustering topology algorithm, which can make the nodes in the network consume energy in a relatively balanced way and prolong the network lifetime. In this paper, the novel multi-objective LEACH protocol is proposed, in order to solve the proposed protocol, we design a multi-objective coupling algorithm based on bat algorithm (BA), glowworm swarm optimization algorithm (GSO) and bacterial foraging optimization algorithm (BFO). The advantages of BA, GSO and BFO are inherited in the multi-objective coupling algorithm (MBGF), which is tested on ZDT and SCH benchmarks, the results are shown the MBGF is superior. Then the multi-objective coupling algorithm is applied in the multi-objective LEACH protocol, experimental results show that the multi-objective LEACH protocol can greatly reduce the energy consumption of the node and prolong the network life cycle.


Statistics

Show / Hide Statistics

Statistics (Cumulative Counts from December 1st, 2015)
Multiple requests among the same browser session are counted as one view.
If you mouse over a chart, the values of data points will be shown.


Cite this article

[IEEE Style]
W. Li, Y. Wang, Y. Sun and J. Ma, "Research on Low-energy Adaptive Clustering Hierarchy Protocol based on Multi-objective Coupling Algorithm," KSII Transactions on Internet and Information Systems, vol. 14, no. 4, pp. 1437-1459, 2020. DOI: 10.3837/tiis.2020.04.003.

[ACM Style]
Wuzhao Li, Yechuang Wang, Youqiang Sun, and Jie Ma. 2020. Research on Low-energy Adaptive Clustering Hierarchy Protocol based on Multi-objective Coupling Algorithm. KSII Transactions on Internet and Information Systems, 14, 4, (2020), 1437-1459. DOI: 10.3837/tiis.2020.04.003.