An AI-driven Malfunction Detection Concept for NFV Instances in 5G. - Julian Ahrens; Mathias Strufe; Lia Ahrens; Hans D. Schotten (CoRR, 2018)

A Machine Learning Method for Prediction of Multipath Channels. - Julian Ahrens; Lia Ahrens; Hans D. Schotten (CoRR, 2019)

A machine-learning phase classification scheme for anomaly detection in signals with periodic characteristics. - Lia Ahrens; Julian Ahrens; Hans D. Schotten (EURASIP J. Adv. Signal Process., 2019)

Convolutional-Type Neural Networks for Fading Channel Forecasting. - Lia Ahrens; Julian Ahrens; Hans Dieter Schotten (IEEE Access, 2020)

From Channel Measurement to Training Data for PHY Layer AI Applications. - Michael Zentarra; Julian Ahrens; Lia Ahrens (CoRR, 2024)