Enhancing IEEE802.11 DCF using Genetic Programming
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- @InProceedings{Lewis:2006:VTC,
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author = "Tim Lewis and Neil Fanning and Gary Clemo",
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title = "Enhancing IEEE802.11 DCF using Genetic Programming",
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booktitle = "IEEE 63rd Vehicular Technology Conference, VTC
2006-Spring",
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year = "2006",
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volume = "3",
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pages = "1261--1265",
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address = "Melbourne, Australia",
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month = "7-10 " # may,
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publisher = "IEEE",
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keywords = "genetic algorithms, genetic programming",
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ISBN = "0-7803-9392-9",
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DOI = "doi:10.1109/VETECS.2006.1683037",
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abstract = "This paper introduces a method of designing optimised
MAC layer algorithms using genetic programming. By
evolving entire algorithmic behaviour rather than
optimising a set of values to tune a parameterised
design, a much wider space of behaviour can be explored
automatically. This technique is illustrated using the
variation of contention window size that is part of the
distributed coordination function of 802.11. When
applied to the example of a variable sized network
under saturated load this approach produces expressions
that comfortably outperform the standard 802.11b
behaviour. Also, despite being automatically generated,
these solutions achieve the throughput performance of
the best enhancements to this aspect of the protocol",
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notes = "Res. Lab., Toshiba Telecommun., Bristol",
- }
Genetic Programming entries for
Tim Lewis
Neil Fanning
Gary Clemo
Citations