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Dynamic channel allocation based on a Hopfield neural network and requirements for autonomous operation in a distributed environment

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2 Author(s)
O. Lazaro ; Dept. of Electron. & Electr. Eng., Strathclyde Univ., Glasgow, UK ; D. Girma

This paper presents a distributed architecture that provides a platform for performance study of cellular radio dynamic channel allocation (DCA) schemes based on a Hopfield neural network (HNN). HNN-based DCA schemes have been studied over the recent years but these techniques are invariably centralised. Operation in a distributed environment necessitates certain system level requirements for accessing system-wide channel allocation information used by the algorithm. Distributed operation also suggests that the HNN-based DCA schemes operate autonomously and it would be of interest to evaluate how such schemes compare with the centralised schemes. The paper describes a suitable network architecture for a distributed HNN and highlights some of its key benefits through simulation

Published in:

Vehicular Technology Conference, 1999. VTC 1999 - Fall. IEEE VTS 50th  (Volume:4 )

Date of Conference:

1999