Title :
A novel prediction system for wireless LAN based on the genetic algorithm and neural network
Author :
Chang, Wen-Ching ; KO, Chih-Hui ; Lee, Yang-Han ; Sheu, Shiann-Tsong ; Zheng, Yu-Jie
Author_Institution :
Dept. of Electr. Eng., Tamkang Univ., Tamsui, Taiwan
Abstract :
The integrated technology of a novel prediction system with a high prediction accuracy for indoor wireless LAN is proposed. Different from conventional methods, the genetic algorithm and neural network are employed to compute the environmental parameters and enhance the prediction accuracy, respectively
Keywords :
genetic algorithms; indoor radio; neural nets; prediction theory; wireless LAN; environmental parameters; genetic algorithm; neural network; prediction accuracy; prediction system; wireless LAN; wireless network programming; Accuracy; Buildings; Calibration; Flowcharts; Genetic algorithms; Neural networks; Propagation losses; Sampling methods; Wireless LAN; Wireless networks;
Conference_Titel :
Local Computer Networks, 1999. LCN '99. Conference on
Conference_Location :
Lowell, MA
Print_ISBN :
0-7695-0309-8
DOI :
10.1109/LCN.1999.802072
