GenAI-enabled Network Design for the Case of the Outage Probability of a Beaulieu-Xie Wireless Fading Environment with Maximal Ratio Combining

This paper discusses the outage probability (Pout) based on the average output signal-to-noise ratio (SNR) in the wireless system with Maximal Ratio Combining (MRC) receiver with L branches. In this system, the fading described by the Beaulieu-Xie (BX) distribution is present. Based on some plotted graph, an analysis of fading parameters to Pout is done. Additionally, we investigate the use of Generative Artificial Intelligence (GenAI) techniques to aid network experimentation and reduce the cognitive burden. A proof-of-concept implementation is showcased using the Pout case study introduced in the first part of the paper.