Leveraging Outage Probability in Systems Limited by BX Fading and Nakagami-m Co-channel Interference for Classification-Based QoS Estimation

Abstract

In this paper we have conducted analysis of the outage probability (Pout) at the output of the receiver with selection combining (SC) in the channel affected by the presence of Beaulieu-Xie (BX) fading and Nakagami-m co-channel interference. The exact forms of the probability density function (PDF) and the cumulative distribution function (CDF) for the signal are derived and numerical results for the Pout in terms of normalized signal-to-interference ratio (SIR) for distinct values of fading parameters are discussed. In the second part of the paper, we propose a classification-based approach implemented in Weka to QoS level estimation leveraging Pout of the observed system as one of the inputs.