Edgar Beck

According to our database, Edgar Beck authored at least 16 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Semantic-Aware Task Clustering for Federated Cooperative Multi-Task Semantic Communication.

Ahmad Halimi Razlighi, Pallavi Dhingra, Edgar Beck, Bho Matthiesen, Armin Dekorsy

CoRR, January, 2026

Integrating Semantic Communication and Human Decision-Making into an End-to-End Sensing-Decision Framework.

Edgar Beck, Hsuan-Yu Lin, Patrick Rückert, Yongping Bao, Bettina von Helversen, Sebastian Fehrler, Kirsten Tracht, Armin Dekorsy

IEEE Open J. Commun. Soc., 2026

2025

Advancing semantic and digital communications through machine learning.

Edgar Beck

PhD thesis, 2025

Cooperative and Collaborative Multi-Task Semantic Communication for Distributed Sources.

Ahmad Halimi Razlighi, Maximilian H. V. Tillmann, Edgar Beck, Carsten Bockelmann, Armin Dekorsy

Proceedings of the IEEE International Conference on Communications, 2025

2024

Human-Integrated Multi-Agent Exploration Using Semantic Communication and Extended Reality Simulation.

Amrita Suresh, Edgar Beck, Armin Dekorsy, Patrick Rückert, Kirsten Tracht

Proceedings of the 10th International Conference on Automation, Robotics and Applications, 2024

2023

Semantic Information Recovery in Wireless Networks.

Edgar Beck, Carsten Bockelmann, Armin Dekorsy

Sensors, July, 2023

Robust Deep Reinforcement Learning Scheduling via Weight Anchoring.

Steffen Gracla, Edgar Beck, Carsten Bockelmann, Armin Dekorsy

IEEE Commun. Lett., January, 2023

Model-free Reinforcement Learning of Semantic Communication by Stochastic Policy Gradient.

Edgar Beck, Carsten Bockelmann, Armin Dekorsy

CoRR, 2023

2022

Semantic Communication: An Information Bottleneck View.

Edgar Beck, Carsten Bockelmann, Armin Dekorsy

CoRR, 2022

Deep Reinforcement Model Selection for Communications Resource Allocation in On-Site Medical Care.

Steffen Gracla, Edgar Beck, Carsten Bockelmann, Armin Dekorsy

Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

Learning Resource Scheduling with High Priority Users using Deep Deterministic Policy Gradients.

Steffen Gracla, Edgar Beck, Carsten Bockelmann, Armin Dekorsy

Proceedings of the IEEE International Conference on Communications, 2022

2021

CMDNet: Learning a Probabilistic Relaxation of Discrete Variables for Soft Detection With Low Complexity.

Edgar Beck, Carsten Bockelmann, Armin Dekorsy

IEEE Trans. Commun., 2021

ConCrete MAP: Learning a Probabilistic Relaxation of Discrete Variables for Soft Estimation with Low Complexity.

Edgar Beck, Carsten Bockelmann, Armin Dekorsy

CoRR, 2021

2020

Concrete MAP Detection: A Machine Learning Inspired Relaxation.

Edgar Beck, Carsten Bockelmann, Armin Dekorsy

Proceedings of the 24th International ITG Workshop on Smart Antennas, 2020

2019

Compressed Edge Spectrum Sensing: Extensions and practical considerations.

Edgar Beck, Carsten Bockelmann, Armin Dekorsy

Autom., 2019

2018

Compressed Edge Spectrum Sensing for Wideband Cognitive Radios.

Edgar Beck, Carsten Bockelmann, Armin Dekorsy

Proceedings of the 26th European Signal Processing Conference, 2018