Coverage optimization and node minimization in WSNs: an enhanced hybrid PSO approach with spatial position encoding

Coverage optimization and node minimization in WSNs: an enhanced hybrid PSO approach with spatial position encoding

Abstract Wireless sensor networks (WSNs) are widely used in various applications requiring efficient coverage and minimal resource utilization. This paper presents an enhanced hybrid particle swarm optimization (EHPSO) algorithm that incorporates a spatial position encoding (SPE) strategy to optimiz...

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Bibliographic Details
Main Authors: Yinghua Tong, Lianhai Lin, Liqin Tian, Zhigang Wang, Wenxing Wu, Junyi Wu
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Wireless sensor networks (WSNs)
Coverage optimization
Particle swarm optimization (PSO)
Node deployment
Dynamic node adjustment
Online Access:https://doi.org/10.1038/s41598-025-09849-4
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