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A neuro-genetic hybrid algorithm utilizing outdoors LOS optical wireless channels
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Yakzan, Adnan, Green, Roger and Hines, Evor (2012) A neuro-genetic hybrid algorithm utilizing outdoors LOS optical wireless channels. In: 4th International Conference on Computational Intelligence, Communication Systems and Networks (CICSyN 2012), Phuket, Thailand, 24-26 July 2012. Published in: CICSyN 2012: Fourth International Conference on Computational Intelligence, Communication Systems & Networks pp. 41-44. ISBN 9781467326407. doi:10.1109/CICSyN.2012.18
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Official URL: http://dx.doi.org/10.1109/CICSyN.2012.18
Abstract
An Artificial Neural Network (ANN) in the domain of optical wireless communication is presented. The network makes use of a genetic algorithm-based selection and different weather models. The objectives target an attempt to exploit the power of hybrid intelligent systems in the outdoor optical wireless channel and a prediction of a reliable adaptation technique that contributes to the best possible bit-error-rate (BER) under certain weather conditions and link characteristics. The reason of using a GA in this type of selection is that the problem has been coded with a binary search, and took more than 3 hours to evaluate the parameter selection, while the GA approach, under several channel characteristics, achieved the process in tens of seconds.
| Item Type: | Conference Item (Paper) | ||||
|---|---|---|---|---|---|
| Divisions: | Faculty of Science, Engineering and Medicine > Engineering > Engineering | ||||
| Journal or Publication Title: | CICSyN 2012: Fourth International Conference on Computational Intelligence, Communication Systems & Networks | ||||
| Publisher: | IEEE | ||||
| ISBN: | 9781467326407 | ||||
| Book Title: | 2012 Fourth International Conference on Computational Intelligence, Communication Systems and Networks | ||||
| Official Date: | 2012 | ||||
| Dates: |
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| Page Range: | pp. 41-44 | ||||
| DOI: | 10.1109/CICSyN.2012.18 | ||||
| Status: | Peer Reviewed | ||||
| Publication Status: | Published | ||||
| Conference Paper Type: | Paper | ||||
| Title of Event: | 4th International Conference on Computational Intelligence, Communication Systems and Networks (CICSyN 2012) | ||||
| Type of Event: | Conference | ||||
| Location of Event: | Phuket, Thailand | ||||
| Date(s) of Event: | 24-26 July 2012 |
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