Enhancing IEEE802.11 DCF using Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InProceedings{Lewis:2006:VTC,
  author =       "Tim Lewis and Neil Fanning and Gary Clemo",
  title =        "Enhancing IEEE802.11 DCF using Genetic Programming",
  booktitle =    "IEEE 63rd Vehicular Technology Conference, VTC
                 2006-Spring",
  year =         "2006",
  volume =       "3",
  pages =        "1261--1265",
  address =      "Melbourne, Australia",
  month =        "7-10 " # may,
  publisher =    "IEEE",
  keywords =     "genetic algorithms, genetic programming",
  ISBN =         "0-7803-9392-9",
  DOI =          "doi:10.1109/VETECS.2006.1683037",
  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",
  notes =        "Res. Lab., Toshiba Telecommun., Bristol",
}

Genetic Programming entries for Tim Lewis Neil Fanning Gary Clemo

Citations