Eng Mainford Mutandavari

Convolutional neural network and long short-term memory forecasting and variational autoencoder anomaly detection in 4G cellular networks

Spectrum monitoring in cellular networks with limited resources remains predominantly reactive because capacity planning and failure detection occur after network congestion, while spectrum monitoring data are rarely available for reproducible research. Existing studies address short-term traffic forecasting and anomal...