Energy Efficient Ant Colony System for Packet Routing in Wireless Sensor Network

Husna Jamal Abdul Nasir, Ku Ruhana Ku-Mahamud, Eiji Kamioka

研究成果: Conference article査読


Routing packets in Wireless Sensor Network (WSN) is challenging due to the distribution of sensor nodes with different ability. Inefficient routing may lead to higher failure rate, higher latency and higher energy consumption. One of the common approaches to solve this problem is by using bio-inspired routing algorithms due to their abilities to adapt with dynamic environment. This paper proposed an improved ant colony system for packing routing in WSN that focuses on exploration and exploitation techniques. In the proposed routing algorithm, the best path to be used for packet transmission will be determined by considering the remaining energy of each sensor node to reduce the hotspot problem. Local pheromone update and global pheromone update are used with the aim to prevent imbalanced energy depletion of sensor nodes and to balance the packet distribution. The proposed routing algorithm was validated against several bio-inspired routing algorithms in medium and large sized networks. The results suggested that it has outperformed in terms of success rate, packet loss rate, latency and energy efficiency.

ジャーナルJournal of Physics: Conference Series
出版ステータスPublished - 2022
イベント3rd International Conference on Emerging Electrical Energy, Electronics and Computing Technologies 2021, ICE4CT 2021 - Virtual, Online
継続期間: 2021 12月 162021 12月 17

ASJC Scopus subject areas

  • 物理学および天文学(全般)


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