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Genetic evolution and adaptation of advanced protocols for ad hoc network hardware systems
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Jackson, Jennifer T. and Leeson, Mark S. (2011) Genetic evolution and adaptation of advanced protocols for ad hoc network hardware systems. In: Bramer, Max and Petridis , Miltos and Hopgood, Adrian, (eds.) Research and Development in Intelligent Systems XXVII : Incorporating Applications and Innovations in Intelligent Systems XVIII Proceedings of AI-2010, The Thirtieth SGAI International Conference on Innovative Techniques and Applications of Artificial Int. Springer London, pp. 425-438. ISBN 9780857291295
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Official URL: http://dx.doi.org/10.1007/978-0-85729-130-1_32
Abstract
The diversity of future technologies requiring ad hoc networks to operate within unpredicted situations will mean an increase in the required flexibility of the actual protocols used for communicating information. A methodology is proposed to genetically evolve the optimum ad hoc network communication protocol under any given network scenario. The methodology creates and dynamically adapts the communication protocol based upon an alphabet of characteristics and performance metrics using simple protocol mapping techniques and minimisation of a fitness function via a genetic selection process. A scenario has been created to evaluate the performance of the methodology in finding the optimum solution. Preliminary results show that the methodology is able to find the global optimum within several runs. The methodology could be enhanced using Field Programmable Gate Array (FPGA) hardware nodes for real time performance and distributed control.
Item Type: | Book Item | ||||
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Divisions: | Faculty of Science, Engineering and Medicine > Engineering > Engineering | ||||
Publisher: | Springer London | ||||
ISBN: | 9780857291295 | ||||
Book Title: | Research and Development in Intelligent Systems XXVII : Incorporating Applications and Innovations in Intelligent Systems XVIII Proceedings of AI-2010, The Thirtieth SGAI International Conference on Innovative Techniques and Applications of Artificial Int | ||||
Editor: | Bramer, Max and Petridis , Miltos and Hopgood, Adrian | ||||
Official Date: | 2011 | ||||
Dates: |
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Page Range: | pp. 425-438 | ||||
DOI: | 10.1007/978-0-85729-130-1-32 | ||||
Status: | Peer Reviewed | ||||
Publication Status: | Published | ||||
Access rights to Published version: | Restricted or Subscription Access | ||||
Title of Event: | 30th SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, AI 2010 | ||||
Location of Event: | Cambridge, United Kingdom | ||||
Date(s) of Event: | 14-16 Dec 2010 |
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