85 citations · 95 across the 10 of their papers we have counts for
4 papers · 1 filter
A Low-Complexity Machine Learning Design for mmWave Beam Prediction
Muhammad Qurratulain Khan, Abdo Gaber, Mohammad Parvini +2
The 3rd Generation Partnership Project (3GPP) is currently studying machine learning (ML) for the fifth generation (5G)-Advanced New Radio (NR) air interface, where spatial and tem…
Digital Twin of the Radio Environment: A Novel Approach for Anomaly Detection in Wireless Networks
Anton Krause, Mohd Danish Khursheed, Philipp Schulz +2
The increasing relevance of resilience in wireless connectivity for Industry 4.0 stems from the growing complexity and interconnectivity of industrial systems, where a single point…
On the Mobility Analysis of UE-Side Beamforming for Multi-Panel User Equipment in 5G-Advanced
Subhyal Bin Iqbal, Salman Nadaf, Umur Karabulut +4
Frequency range 2 (FR2) has become an integral part of 5G networks to fulfill the ever-increasing demand for data hungry-applications. However, radio signals in FR2 experience high…
Blind Transmitter Localization Using Deep Learning: A Scalability Study
Ivo Bizon, Ahmad Nimr, Philipp Schulz +2
This work presents an investigation on the scalability of a deep leaning (DL)-based blind transmitter positioning system for addressing the multi transmitter localization (MLT) pro…