Optimizing Broadband Access and Network Design in Wireless Mesh Networks using Multi-Objective Particle Swarm Optimization

Wireless Mesh Networks (WMNs) are becoming increasingly recognized as a promising solution for delivering broadband internet access, owing to their versatility, rapid deployment capabilities, and self-configuring characteristics. This work focuses on optimizing the gateway placement problem in WMNs...

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Bibliographic Details
Published in:Procedia computer science 2023, Vol.230, p.275-286
Main Authors: Neema, M., Gopi, E.S., Reddy, Pulakunta Sandeep
Format: Article
Language:English
Subjects:
Multi-Objective Particle Swarm Optimization
Particle Swarm Optimization
Wireless Broadband
Wireless Mesh Network
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Summary:Wireless Mesh Networks (WMNs) are becoming increasingly recognized as a promising solution for delivering broadband internet access, owing to their versatility, rapid deployment capabilities, and self-configuring characteristics. This work focuses on optimizing the gateway placement problem in WMNs taking into account objectives like minimizing the number of gateways, reducing hop count, and minimizing the path delay. We employ Multi-Objective Particle Swarm Optimization (MOPSO) to simultaneously optimize these objectives and find an optimal gateway placement. The results demonstrate its superiority over traditional Particle Swarm Optimization (PSO) in finding better solutions with conflicting objectives. The work provides a practical and effective approach to optimizing broadband access, network design, and gateway placement in WMNs, contributing to the advancement of wireless communication technology.
ISSN:1877-0509
1877-0509
DOI:10.1016/j.procs.2023.12.083