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Application-specific genetic algorithm targeting the complexity of parameter selection in LOS outdoors optical wireless channel
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El.Yakzan, Adnan, Green, Roger and Hines, Evor (2013) Application-specific genetic algorithm targeting the complexity of parameter selection in LOS outdoors optical wireless channel. In: 2013 UKSim 15th International Conference on Computer Modelling and Simulation (UKSim), Cambridge, UK, 10-12 April 2013. Published in: 2013 UKSim 15th International Conference on Computer Modelling and Simulation (UKSim) pp. 167-171. ISBN 9781467364218. doi:10.1109/UKSim.2013.30
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Official URL: http://dx.doi.org/10.1109/UKSim.2013.30
Abstract
A genetic optimized approach, targeting the complexity of parameter selection in a line-of-sight (LOS) optical wireless channel, is presented. The algorithm produced is an application-specific algorithm that utilizes the concept of evolutionary algorithms to present an optimized solution for external parameter selection that leads an optimum bit-error-rate at the receiver photodiode. The algorithm can accomplish the task of showing instantaneous status of the channel with acceptable complexity and reliability. The analysis shows that the proposed algorithm might be of benefit for tackling similar problems by adapting the upper and lower bounds of parameters, and the fitness function governing the generated population.
| Item Type: | Conference Item (Paper) | ||||
|---|---|---|---|---|---|
| Divisions: | Faculty of Science, Engineering and Medicine > Engineering > Engineering | ||||
| Journal or Publication Title: | 2013 UKSim 15th International Conference on Computer Modelling and Simulation (UKSim) | ||||
| Publisher: | IEEE | ||||
| ISBN: | 9781467364218 | ||||
| Book Title: | 2013 UKSim 15th International Conference on Computer Modelling and Simulation | ||||
| Official Date: | 2013 | ||||
| Dates: |
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| Page Range: | pp. 167-171 | ||||
| DOI: | 10.1109/UKSim.2013.30 | ||||
| Status: | Peer Reviewed | ||||
| Publication Status: | Published | ||||
| Access rights to Published version: | Restricted or Subscription Access | ||||
| Conference Paper Type: | Paper | ||||
| Title of Event: | 2013 UKSim 15th International Conference on Computer Modelling and Simulation (UKSim) | ||||
| Type of Event: | Conference | ||||
| Location of Event: | Cambridge, UK | ||||
| Date(s) of Event: | 10-12 April 2013 | ||||
| Related URLs: |
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