Dynamic channel assignment for cellular mobile radio system using feedforward neural networks

1 January 1991

conference paper
Published by Institute of Electrical and Electronics Engineers (IEEE)

p. 1242-1247 vol.2
https://doi.org/10.1109/ijcnn.1991.170567

Abstract

Conventional dynamic channel assignment schemes are both time-consuming and algorithmically complex. An alternative approach using a multilayered feedforward neural network model is examined. The results of the neural network approach are compared with those of a maximum packing strategy technique. The comparison shows that the neural networks approach is well-suited to the dynamic channel allocation problem.

Keywords

This publication has 2 references indexed in Scilit:

Channel assignment for cellular radio using neural networks
IEEE Transactions on Vehicular Technology, 1991
Performance analysis of cellular mobile communication systems with dynamic channel assignment
IEEE Journal on Selected Areas in Communications, 1989