784 citations · 861 across the 28 of their papers we have counts for
6 papers · 2 filters
Model-Free Robust Beamforming in Satellite Downlink using Reinforcement Learning
Alea Schröder, Steffen Gracla, Carsten Bockelmann +2
Satellite-based communications are expected to be a substantial future market in 6G networks. As satellite constellations grow denser and transmission resources remain limited, fre…
Semantic Communication for Task Execution and Data Reconstruction in Multi-View Scenarios
Maximilian H. V. Tillmann, Avinash Kankari, Carsten Bockelmann +1
Semantic communication has gained significant attention with the advances in machine learning. Most semantic communication works focus on either task execution or data reconstructi…
Compressed Learning for Nanosurface Deficiency Recognition Using Angle-resolved Scatterometry Data
Mehdi Abdollahpour, Carsten Bockelmann, Tajim Md Hasibur Rahman +2
Nanoscale manufacturing requires high-precision surface inspection to guarantee the quality of the produced nanostructures. For production environments, angle-resolved scatterometr…
CQI-Based Interference Prediction for Link Adaptation in Industrial Sub-networks
Pramesh Gautam, Ravi Sharan Bhagavathula, Paolo Baracca +3
We propose a novel interference prediction scheme to improve link adaptation (LA) in densely deployed industrial sub-networks (SNs) with high-reliability and low-latency communicat…
Extreme Value Theory-based Distributed Interference Prediction for 6G Industrial Sub-networks
Pramesh Gautam, Sushmita Sapkota, Carsten Bockelmann +2
Interference prediction that accounts for extreme and rare events remains a key challenge for ultra-densely deployed sub-networks (SNs) requiring hyper-reliable low-latency communi…
Semantic Communication for Cooperative Multi-Tasking over Rate-Limited Wireless Channels with Implicit Optimal Prior
Ahmad Halimi Razlighi, Carsten Bockelmann, Armin Dekorsy
In this work, we expand the cooperative multi-task semantic communication framework (CMT-SemCom) introduced in [1], which divides the semantic encoder on the transmitter side into…