DocumentCode
605184
Title
Application-Specific Genetic Algorithm Targeting the Complexity of Parameter Selection in LOS Outdoors Optical Wireless Channel
Author
El Yakzan, Adnan ; Green, Ron ; Hines, E.
Author_Institution
Sch. of Eng., Univ. of Warwick, Coventry, UK
fYear
2013
fDate
10-12 April 2013
Firstpage
167
Lastpage
171
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.
Keywords
genetic algorithms; optical communication; radiocommunication; wireless channels; LOS outdoor optical wireless channel; application-specific genetic algorithm; bit-error-rate; channel complexity; channel reliability; evolutionary algorithm; fitness function; parameter selection; receiver photodiode; Complexity theory; Genetic algorithms; Optical receivers; Reliability; Sociology; Statistics; Wireless communication; BER; LOS; NIR; application-specific; fitness function; genetic algorithm;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Modelling and Simulation (UKSim), 2013 UKSim 15th International Conference on
Conference_Location
Cambridge
Print_ISBN
978-1-4673-6421-8
Type
conf
DOI
10.1109/UKSim.2013.30
Filename
6527410
Link To Document