Publications

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Lia Ahrens; Julian Ahrens; Hans D. Schotten
A machine learning approach to color space Euclidization
In: Color Research and Application (Color Res. Appl.), Vol. 49, No. 1, Pages 4-33, Wiley, 1/2024.
Michael Zentarra; Julian Ahrens; Lia Ahrens
From Channel Measurement to Training Data for PHY Layer AI Applications
In: 2022 Workshop on Next Generation Networks and Applications. Workshop on Next Generation Networks and Applications (NGNA-2022), November 24, …
Julian Ahrens; Lia Ahrens; Hans Dieter Schotten
AI-driven Scheduling in an IIoT Scenario
In: 2022 Workshop on Next Generation Networks and Applications. Workshop on Next Generation Networks and Applications (NGNA-2022), November 24, …
Julian Ahrens; Lia Ahrens; Michael Zentarra; Hans Dieter Schotten
Signal Restoration and Channel Estimation for Channel Sounding with SDRs
In: Informationstechnische Gesellschaft im VDE (VDE ITG) (Hrsg.). ITG-Fachbericht 304: Mobilkommunikation. ITG-Fachtagung (ITG), Technologien und …
Lia Ahrens; Julian Ahrens; Hans Dieter Schotten
Convolutional-Type Neural Networks for Fading Channel Forecasting
In: IEEE Access, Vol. 8, Pages 193075-193090, IEEE, 10/2020.
Julian Ahrens; Lia Ahrens; Hans Dieter Schotten
A Machine Learning Method for Prediction of Multipath Channels
In: ZTE Communications: An International Journal, Vol. Special Issue on Computational Radio Intelligence, Pages 1-10, Editorial Office of ZTE …
Lia Ahrens; Julian Ahrens; Hans D. Schotten
A machine-learning phase classification scheme for anomaly detection in signals with periodic characteristics
In: EURASIP Journal on Advances in Signal Processing (ASP), Vol. 2019, No. 27, Pages 1-23, Springer International Publishing, 5/2019.
Julian Ahrens; Mathias Strufe; Lia Ahrens; Hans Dieter Schotten
An AI-Driven Malfunction Detection Concept for NFV Instances in 5G
In: ITG – Informationstechnische Gesellschaft im VDE (ITG) (Hrsg.). Mobilkommunikation Technologien und Anwendungen Vorträge der 23. ITG-Fachtagung. …