Adaptive Performance Management for UMTS Networks
Christoph Lindemann, Marco Lohmann · 2007
In this paper, we introduce a framework for the adaptive control of UMTS networks in order to improve bandwidth utilization of the radio channels. The key contribution of the paper constitutes the introduction of a performance management information base for dynamically adjusting the packet scheduler and admission controller. Thus, the adaptive control framework closes the loop between network operation and network control. Furthermore, the adaptive control framework can effectively deal with the different time scales of packet scheduling and admission control. Moreover, we present a traffic model for non real-time UMTS traffic based on measured trace data. The analysis and scaling process of the measured trace data with respect to different UMTS bandwidth classes constitutes the basic concept of this traffic characterization. Using this traffic model and simulation on the IP-level, the gain of employing the adaptive control framework is illustrated by performance curves for various QoS measures. Keywords: 3G Wireless Systems, Performance Management, QoS Provisioning, Discrete-event Simulation. -21