@inproceedings{0d62e5bc02fd4f48a5f20e5184f8d43f,
title = "Multi-objective Distributed Clustering Algorithm in Wireless Sensor Networks Using the Analytic Hierarchy Process",
abstract = "In wireless sensor networks, unbalanced energy consumption may shorten network lifespan. In this paper, a multi-objective distributed clustering algorithm using the analytic hierarchy process is developed to ensure that the energy expenditure of the cluster head nodes is balanced and the network lifespan is enhanced. By adopting the analytic hierarchy process model, our proposed algorithm aggregates multiple factors such as the node energy, the node centrality, and the node degree to search for an optimal clustering structure. Furthermore, a super cluster head is selected among the cluster head nodes based on the distance from the cluster head to the base station, which further minimizes the energy dissipation. Simulation results indicate that the proposed algorithm outperforms the other existing ones in terms of clustering structure and network lifespan.",
keywords = "analytic hierarchy process, clustering, multi-objective, wireless sensor networks",
author = "Jingxia Zhang and Ruqiang Yan",
note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 20th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD 2019 ; Conference date: 08-07-2019 Through 11-07-2019",
year = "2019",
month = jul,
doi = "10.1109/SNPD.2019.8935828",
language = "英语",
series = "Proceedings - 20th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD 2019",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "88--93",
editor = "Masahide Nakamura and Hiroaki Hirata and Takayuki Ito and Takanobu Otsuka and Shun Okuhara",
booktitle = "Proceedings - 20th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD 2019",
}