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Genetic algorithms and fuzzy logic for dynamic channel allocation in cellular radio networks
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An, J., Hines, Evor, Leeson, Mark S., Sun, L., Ren, W. and Iliescu, Daciana (2007) Genetic algorithms and fuzzy logic for dynamic channel allocation in cellular radio networks. In: IEEE Radio and Wireless Symposium, Long Beach, CA, 9-11 Jan 2007. Published in: 2007 IEEE Radio and Wireless Symposium pp. 19-22. ISBN 9781424404445. doi:10.1109/RWS.2007.351779
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Official URL: http://dx.doi.org/10.1109/RWS.2007.351779
Abstract
An integrated artificial intelligence optimised cellular radio channel allocation and call dropping algorithm is presented. The components of the system comprise a new Genetic Algorithm (GA) based channel allocation scheme, and a novel application of Fuzzy Logic to call dropping technique. The new method is compared to both random allocation and to a conventional allocation approach. The results show improvements of 30% in the signal-to-interference ratio and 10% in the uniformity of the traffic across the cells in the system. Furthermore, up to 80% fewer calls are dropped using the new methodology.
Item Type: | Conference Item (Paper) | ||||
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Subjects: | T Technology > TK Electrical engineering. Electronics Nuclear engineering | ||||
Divisions: | Faculty of Science, Engineering and Medicine > Engineering > Engineering | ||||
Series Name: | IEEE Radio and Wireless Symposium | ||||
Journal or Publication Title: | 2007 IEEE Radio and Wireless Symposium | ||||
Publisher: | IEEE | ||||
ISBN: | 9781424404445 | ||||
Official Date: | 2007 | ||||
Dates: |
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Number of Pages: | 4 | ||||
Page Range: | pp. 19-22 | ||||
DOI: | 10.1109/RWS.2007.351779 | ||||
Status: | Peer Reviewed | ||||
Publication Status: | Published | ||||
Conference Paper Type: | Paper | ||||
Title of Event: | IEEE Radio and Wireless Symposium | ||||
Type of Event: | Other | ||||
Location of Event: | Long Beach, CA | ||||
Date(s) of Event: | 9-11 Jan 2007 |
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