Proactive dynamic resource distribution based on borrowing and control engineering methods for GSM-like systems

摘要

This paper presents some work that has been performed on a dynamic resource allocation or, more precisely, a resource distribution algorithm for radio networks. The goal is to establish a proactive network management system that predicts fault situations and enhances network performance parameters automatically in advance and predictively. Three decentralised algorithms have been investigated. The first and second ones are threshold based schemes based on a cost function with and without prediction, respectively. The third method is based on a control engineering algorithm.