Efficient WSN routing using bootstapped PSO clustering
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Tarih
2022
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Institute of Electrical and Electronics Engineers Inc.
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
The increasing convergence of microprocessors, wireless communication, and micro electro-mechanical systems (MEMS) has led to the development of Wireless Sensor Networks (WSNs). Optimization problems for WSN are usually versions of classic problems in the operational research area, such as routing and clustering, which are NP- Difficult. Thus, it is natural to use meta-heuristics to solve these problems. The main objective of this work is to apply the Bootstrapped PSO metaheuristic to form WSN clusters. bootstrapped PSO was chosen because it is a meta-heuristic that proved to be efficient in solving similar problems, such as P-medians, and because it is a method not yet used to solve the problem addressed in this work.
Açıklama
Anahtar Kelimeler
Heuristic Methods, MEMS, Particle swarm optimization (PSO)
Kaynak
HORA 2022 - 4th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Proceedings
WoS Q DeÄŸeri
Scopus Q DeÄŸeri
N/A
Cilt
Sayı
Künye
Obad, A. T., Ilyas, M. (2022). Efficient WSN routing using bootstapped PSO clustering. In 2022 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA), IEEE.
