With the continuous increase of network terminal equipment, the operation scenarios of 4G-
LTE wireless networks are becoming more and more complex. The traditional manual …

In recent years, only with developments of cellular networking technologies as well as the
implementation of 4G LTE networks, the skills and options provided to end-users had …

With rising capacity demand in mobile networks, the infrastructure is also becoming
increasingly denser and complex. This results in collection of larger amount of raw data (big …

Timely identification of outliers occurring in key performance indicators (KPIs) of mobile
cellular networks is crucial for prompt action to unexpected events. The KPIs of cellular …

Anomaly detection can show significant behavior changes in the cellular mobile network. It
can explain much important missing information and which can be monitored using …

For a variety of reasons (including, for example, increasing cyber security threats, increased
network heterogeneity, the increased use of virtualization technologies, etc.) maintaining the …

With the advent of the digital information age, new data services such as virtual reality,
industrial Internet, and cloud computing have proliferated in recent years. As a result, it …

The reliability of wireless base stations is essential to guarantee the user experiences in
wireless networks, thereby employing the anomaly detection on multivariate time series is …

Nowadays, the fifth-generation (5G) mobile communication system has obtained prosperous
development and deployment, reshaping our daily lives. However, anomalies of cell …

This paper introduces an efficient model training method for anomaly detection of radio units
(RUs) in 5G cellular networks. The proposed method uses Bayesian neural network (BNN) …