An immune algorithm for minimum interference channel assignment in multi-radio wireless mesh networks

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Abstract

Wireless mesh networks typically employ mesh routers that are equipped with multiple radio interfaces to improve network capacity. The key is to cleverly assign different channels (i.e. frequency bands) to each radio interface to form a mesh network with minimum interference. The channel assignment must obey the constraints that the number of different channels assigned to a router is at most the number of interfaces on the router, and the resultant mesh network is connected. This problem is known to be NP-hard. We propose an immune algorithm which performs greedy channel assignment to obtain feasible solutions, and use the clonal selection principle to improve the solutions. Through extensive simulations, we show that our algorithm out-perform a genetic algorithm and a graph-theoretic algorithm proposed for the same problem.

Original languageEnglish
Title of host publicationArtificial Immune Systems - 9th International Conference, ICARIS 2010, Proceedings
Pages185-198
Number of pages14
DOIs
Publication statusPublished - 2010
Externally publishedYes
EventInternational Conference on Artificial Immune Systems 2010 - Edinburgh, United Kingdom
Duration: 26 Jul 201029 Jul 2010
Conference number: 9th
https://link.springer.com/book/10.1007/978-3-642-14547-6 (Proceedings)

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume6209 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

ConferenceInternational Conference on Artificial Immune Systems 2010
Abbreviated titleICARIS 2010
Country/TerritoryUnited Kingdom
CityEdinburgh
Period26/07/1029/07/10
Internet address

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