2 papers
cs.LG2024
Use of Parallel Explanatory Models to Enhance Transparency of Neural Network Configurations for Cell Degradation Detection
David Mulvey, Chuan Heng Foh, Muhammad Ali Imran +1
In a previous paper, we have shown that a recurrent neural network (RNN) can be used to detect cellular network radio signal degradations accurately. We unexpectedly found, though,…
cs.IT2016
Intracell Interference Characterization and Cluster Inference for D2D Communication
Hafiz Attaul Mustafa, Muhammad Zeeshan Shakir, Ali Riza Ekti +2
The homogeneous poisson point process (PPP) is widely used to model temporal, spatial or both topologies of base stations (BSs) and mobile terminals (MTs). However, negative spatia…