Using Ant Colony Optimization Clustering Algorithm with Power-Efficient Gathering in Sensor Information Systems Protocol

Authors

  • Talib M Jawad Department Information and Communication Engineering, Al-Nahrain University, Baghdad-Iraq.
  • Noor A Ali Department of Network, College of Information Engineering Al-Nahrain University, Baghdad-Iraq

Keywords:

Wireless Sensor Network (WSN), PEAGSIS, Ant colony optimization (ACO), Sensor Node (SN), Base Station (BS)

Abstract

Power-Efficient Gathering in Sensor Information Systems (PEGASIS) protocol is energy efficient protocols designed to prolong the lifetime of the network by reduction of energy consumption. In this paper a modification is proposed to the PEGASIS algorithm where sensor nodes are clustered in groups, clustering is done by Ant colony optimization algorithm, and each group is treated as PEGASIS. In addition, the proposed algorithm used rechargeable sensor nodes. Two parameters are searched to select chain leader: Euclidean distance of sensor node to the base station and residual energy of sensor node. Each cluster head data is transmitted directly to the base station. Simulation results showed the proposed algorithms improved in comparison with original PEGASIS. PEGASIS

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Published

2018-05-30

Issue

Vol. 19 No. 2 (2016): June

Section

Articles

How to Cite

[1]
“Using Ant Colony Optimization Clustering Algorithm with Power-Efficient Gathering in Sensor Information Systems Protocol”, ANJS, vol. 19, no. 2, pp. 137–144, May 2018, Accessed: Apr. 19, 2024. [Online]. Available: https://anjs.edu.iq/index.php/anjs/article/view/244

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