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Ant Colony Optimization for Channel Assignment Problem in Clustered Mobile Ad Hoc Network
Halmstad University, School of Information Technology, Halmstad Embedded and Intelligent Systems Research (EIS), Centre for Research on Embedded Systems (CERES).
Halmstad University, School of Information Technology, Halmstad Embedded and Intelligent Systems Research (EIS), Centre for Research on Embedded Systems (CERES).
2013 (English)In: Advances in Swarm Intelligence, Berlin Heidelberg: Springer Berlin/Heidelberg, 2013, Vol. 7928, p. 314-322Conference paper, Published paper (Other (popular science, discussion, etc.))
Abstract [en]

This paper presents an ant colony optimization (ACO) method as a method for channel assignment in a mobile ad hoc network (MANET), where achieving high spectral efficiency necessitates an efficient channel assignment. The suggested algorithm is intended for graph-coloring problems and it is specifically tweaked to the channel assignment problem in MANET with a clustered network topology. A multi-objective function is designed to make a tradeoff between maximizing spectral utilization and minimizing interference. We compare the convergence behavior and performance of ACO-based method with obtained results from a grouping genetic algorithm (GGA). © 2013 Springer-Verlag Berlin Heidelberg.

Place, publisher, year, edition, pages
Berlin Heidelberg: Springer Berlin/Heidelberg, 2013. Vol. 7928, p. 314-322
Series
Lecture Notes in Computer Science, ISSN 0302-9743 ; 7928
Keywords [en]
Ant colony optimization, Channel assignment problem, Co-channel Interference, Spectral efficiency
National Category
Communication Systems
Identifiers
URN: urn:nbn:se:hh:diva-23634DOI: 10.1007/978-3-642-38703-6_37Scopus ID: 2-s2.0-84884844678Libris ID: 14558532ISBN: 978-3-642-38702-9 (print)OAI: oai:DiVA.org:hh-23634DiVA, id: diva2:650437
Conference
4th International Conference, ICSI 2013, Harbin, China, June 12-15, 2012
Available from: 2013-09-21 Created: 2013-09-21 Last updated: 2018-03-22Bibliographically approved

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Parsapoor, MahboobehBilstrup, Urban

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CiteExportLink to record
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Citation style
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