Title :
Neural location detection in wireless networks
Author :
Debono, Carl J. ; Buhagiar, J.K.
Abstract :
An innovative solution towards the implementation of wireless location detection using a modified self-organizing map is presented. The network translates the measured cell data of a radio environment onto a neumn hierarchy that is immune to environmental variations. Simulation results demonstrate the network??s ability to locate a mobile station within two meters in 94% of the cases.
Keywords :
3G mobile communication; Detection algorithms; Frequency; Intelligent networks; Kernel; Neural networks; Predictive models; Radio network; Radio propagation; Wireless networks;
Conference_Titel :
Wireless Technology, 2004. 7th European Conference on
Conference_Location :
Amsterdam, The Netherlands
Print_ISBN :
1-58053-991-2
