Optimisation of BFWA Networks using Emergent Intelligence

Wade, A. A., Hurley, Stephen, Allen, Stuart M. ORCID: https://orcid.org/0000-0003-1776-7489, Taplin, Richard Keith and Craig, K. H. 2004. Optimisation of BFWA Networks using Emergent Intelligence. Presented at: The 3rd IASTED International Conference on Communications, Internet, and Information Technology (CIIT 2004), St. Thomas, US Virgin Islands, 22 – 24 November 2004. Published in: Hamza, M.H. ed. Communications, Internet and Information Technology (CIIT 2004) (Proceedings). Acta Press,

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Abstract

This paper presents a detailed account of a novel scheme for finding profit optimal BFWA networks, extending an existing network optimisation tool, and using the principles of emergent, self-organising systems. We describe how populations of agents representing potential users and base sites will disseminate and react to `local' information to optimise global objectives. The use of two distinct types of agent entity allows the multi-objective profit/coverage nature of the optimisation to be satisfied. Preliminary results are presented to indicate the potential of the scheme.

Item Type:	Conference or Workshop Item (Paper)
Date Type:	Completion
Status:	Unpublished
Schools:	Schools > Physics and Astronomy
Subjects:	Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Uncontrolled Keywords:	BFWA, Wireless Network Optimisation, AutomaticPlanning Tool, Meta-Heuristic Optimisation, EmergentIntelligence Systems
Publisher:	Acta Press
ISBN:	0889864454
Last Modified:	24 Oct 2022 10:12
URI:	https://orca.cardiff.ac.uk/id/eprint/43412

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