Title :
Implementation of channel repacking algorithms on Hopfield neural networks in cellular systems
Author :
Tissainayagam, D. ; Palaniswami, M.
Author_Institution :
Dept. of Electr. & Electron. Eng., Melbourne Univ., Parkville, Vic., Australia
Abstract :
Channel repacking, the rearrangement of channels once a subscriber leaves a cellular mobile communication system, is one of many ways of increasing the capacity of the system. A channel repacking algorithm is proposed and implemented on a Hopfield neural network. Results based on simulations from two different cellular systems indicate that there is an improvement in capacity when channel repacking is exercised
Keywords :
Hopfield neural nets; cellular radio; channel allocation; channel capacity; telecommunication computing; Hopfield neural networks; cellular mobile communication system; channel capacity; channel rearrangement; channel repacking algorithms; simulations; Cellular networks; Channel capacity; Chromium; Electronic mail; Frequency; GSM; Hopfield neural networks; Intelligent networks; Mobile communication; Wireless communication;
Conference_Titel :
Neural Networks for Signal Processing X, 2000. Proceedings of the 2000 IEEE Signal Processing Society Workshop
Conference_Location :
Sydney, NSW
Print_ISBN :
0-7803-6278-0
DOI :
10.1109/NNSP.2000.890156
