A WLAN planning proposal through computational intelligence and genetic algorithms hybrid approach
Jasmine Araújo, Josiane C. Rodrigues, Simone G. C. Fraiha, Hermínio S. Gomes, Gervásio P. S. Cavalcante, Carlos Renato Lisboa Francês · 2008
This paper proposes a WLAN planning strategy through the use of computational intelligence and genetic algorithm. A measurement technique was used to collect data from a real WLAN network. Metrics like power, distance, delay, jitter, packet loss, throughput and PMOS were analysed through the use of bayesian networks. Finally, to optimize the QoS parameters a genetic algorithm was applied to find the best distance from the AP to support the QoS ITU-T recommendations.