Publications by ANT Staff of Carsten Bockelmann

2024

• Flexible Robust Beamforming for Multibeam Satellite Downlink using Reinforcement Learning BibT_EX
  A. Schröder, S. Gracla, M. Röper, D. Wübben, C. Bockelmann, A. Dekorsy
  IEEE International Conference on Communications (ICC), Denver, USA, 9. - 13. July 2024
• Interference Prediction in Unconnected In-X Mobile 6G Subnetworks Using a Data-Driven Approach BibT_EX
  P. Gautam, C. Bockelmann, A. Dekorsy
  IEEE International Conference on Communications (ICC), Denver, USA, 9. - 13. June 2024
• Enhancing Multi-Service Transmission Efficiency in High-Density Scenarios with Service-Based NOMA and Unequal Error Protection BibT_EX
  N. Bulk, C. Bockelmann, A. Dekorsy
  28. VDE-ITG-Fachtagung Mobilkommunikation (MKT'24), pp. 5, Osnabrueck, Germany, 14. - 15. May 2024
• Model-free Reinforcement Learning of Semantic Communication by Stochastic Policy Gradient BibT_EX
  E. Beck, C. Bockelmann, A. Dekorsy
  IEEE, IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN 2024), Vol. 1, pp. 7, 5. - 8. May 2024, DOI
• Semantic Communication for Cooperative Multi-Task Processing over Wireless Networks BibT_EX
  A. Halimi Razlighi, C. Bockelmann, A. Dekorsy
  This work has been submitted to the IEEE Wireless Communications Letters., April 2024
• Improving NOMA Performance by Application of Autoencoders and Equidistant Power Allocation BibT_EX
  M. Hummert, N. Bulk, C. Bockelmann, D. Wübben, A. Dekorsy
  27th InternationalWorkshop on Smart Antennas (WSA), Dresden, Germany, 17. - 19. March 2024
• Channel Estimation and Pilot Overhead Reduction in OFDM Systems using Compressed Sensing Dynamic Mode Decomposition BibT_EX
  F. Haddad, C. Bockelmann, A. Dekorsy
  IEEE Communications Letters, February 2024

2023

• Cooperative Interference Estimation using LSTM-based Federated Learning for In-X Subnetworks BibT_EX
  P. Gautam, M. Vakilifard, C. Bockelmann, A. Dekorsy
  IEEE Global Communications Conference (GLOBECOM 2023), Kuala Lumpur, Malaysia, 4. December 2023
• Enhancing CNN-based Channel Estimation using Transfer Learning in OFDM Systems BibT_EX
  L. Zhu, C. Bockelmann, A. Dekorsy, Thorsten Schier, Salah Eddine Hajri
  IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Shanghai, China, 25. - 28. September 2023
• NOLLA: Non-Linear Outer Loop Link Adaptation for Enhancing Wireless Link Transmission BibT_EX
  L. Zhu, C. Bockelmann, A. Dekorsy, Thorsten Schier, Salah Eddine Hajri
  IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) , Toronto, Canada, 5. - 8. September 2023
• Semantic Information Recovery in Wireless Networks BibT_EX
  E. Beck, C. Bockelmann, A. Dekorsy
  MDPI, Sensors, Vol. 23, No. 14, pp. 6347, July 2023, DOI
• Energy and Bandwidth Efficiency of Event-Based Communication BibT_EX
  C. Willuweit, C. Bockelmann, A. Dekorsy
  IEEE 97th Vehicular Technology Conference (VTC Spring 23), Florence, Italy, 20. - 23. June 2023
• Learning Model-Free Robust Precoding for Cooperative Multibeam Satellite Communications BibT_EX
  S. Gracla, A. Schröder, M. Röper, C. Bockelmann, D. Wübben, A. Dekorsy
  SDPNGS 2023: Signal and Data Processing for Next Generation Satellites at 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023), Rhodos, Greece, 4. - 10. June 2023, DOI
• A Dynamical Model for CSI Feedback in Mobile MIMO Systems using Dynamic Mode Decomposition BibT_EX
  F. Haddad, C. Bockelmann, A. Dekorsy
  IEEE International Conference on Communications, Italy, 28. May - 1. June 2023
• Equidistant Power Allocation for a service-based NOMA scheme BibT_EX
  N. Bulk, C. Bockelmann, A. Dekorsy, Alec Prinz
  VDE, 27. VDE-ITG-Fachtagung Mobilkommunikation (MKT'23), Osnabrueck, Germany, 9. - 10. May 2023, ISBN 978-3-8007-6094-7
• An ultra reliable low latency Cloud RAN implementation in GNU Radio for automated guided vehicles BibT_EX
  J. Demel, C. Bockelmann, A. Dekorsy
  International ITG 26th Workshop on Smart Antennas and 13th Conference on Systems, Communications, and Coding, pp. 6, Braunschweig, Germany, 27. February - 3. March 2023
• A Multi-Task Approach to Robust Deep Reinforcement Learning for Resource Allocation BibT_EX
  S. Gracla, C. Bockelmann, A. Dekorsy
  International ITG 26th Workshop on Smart Antennas and 13th Conference on Systems, Communications, and Coding, Braunschweig, Germany, 27. February - 3. March 2023, ISBN 978-3-8007-6050-3

2022

• Hardware Offset Multi-User Detection for Ultra-Low-Complexity Wireless Sensor Nodes BibT_EX
  C. Willuweit, C. Bockelmann, A. Dekorsy
  IEEE Global Communications Conference (GLOBECOM 2022), Rio de Janeiro, Brazil, 4. - 8. December 2022
• Robust Deep Reinforcement Learning Scheduling via Weight Anchoring BibT_EX
  S. Gracla, E. Beck, C. Bockelmann, A. Dekorsy
  IEEE, IEEE Communications Letters, Vol. 27, No. 1, pp. 210 - 213, October 2022, DOI
• On the Importance of Exploration for Real Life Learned Algorithms BibT_EX
  S. Gracla, C. Bockelmann, A. Dekorsy
  IEEE, 23rd IEEE International Workshop on Signal Processing Advances in Wireless Communications, Oulu, Finland, 28. - 30. July 2022, DOI
• Combining NOMA with Hierarchical Distribution Matching BibT_EX
  N. Bulk, C. Bockelmann, A. Dekorsy
  2022 IEEE 23rd International Workshop on Signal Processing Advances in Wireless Communication (SPAWC), Oulu, Finland, 4. - 6. June 2022, DOI
• Learning Resource Scheduling with High Priority Users using Deep Deterministic Policy Gradients BibT_EX
  S. Gracla, E. Beck, C. Bockelmann, A. Dekorsy
  IEEE, IEEE International Conference on Communications, Seoul/Online, Southkorea, 16. - 20. May 2022, DOI
• The coherence function and its information content for optical metrology BibT_EX
  R.B. Bergmann, A. Fischer, C. Bockelmann, A. Dekorsy, A. Garcia-Ortiz, C. Falldorf
  tm - Technisches Messen, Vol. 89, No. 6, pp. 397-412, May 2022, DOI
• Deep Reinforcement Model Selection for Communications Resource Allocation in On-Site Medical Care BibT_EX
  S. Gracla, E. Beck, C. Bockelmann, A. Dekorsy
  IEEE, IEEE Wireless Communications and Networking Conference, Austin/Online, USA, 13. - 16. April 2022, DOI

2021

• CMDNet: Learning a Probabilistic Relaxation of Discrete Variables for Soft Detection with Low Complexity BibT_EX
  E. Beck, C. Bockelmann, A. Dekorsy
  IEEE, IEEE Transactions on Communications, Vol. 69, No. 12, pp. 8214-8227, December 2021, DOI

2020

• Detection Techniques for Massive Machine-Type Communications: Challenges and Solutions BibT_EX
  R.B. Di Renna, C. Bockelmann, R.C. de Lamare, A. Dekorsy
  IEEE Access, Vol. 8, pp. 180928-180954, September 2020, DOI
• Requirements for 5G Integrated Data Transfer in German Prehospital Emergency Care BibT_EX
  J. Gaebel, C. Bockelmann, A. Dekorsy, R. Wendlandt, T. Musiol, J. Neumann, T. Neumuth, M. Rockstroh
  DeGruyter, Current Directions in Biomedical Engineering, Vol. 6, No. 3, pp. 9-12, September 2020, DOI
• Towards an integrated emergency medical care using 5G networks BibT_EX
  M. Rockstroh, J. Suleder, C. Bockelmann, J. Gaebel, C. Georgi, T. Neumuth, A. Will, R. Wendlandt
  DeGruyter, Current Directions in Biomedical Engineering, Vol. 6, No. 3, pp. 5-8, September 2020, DOI
• Burst error analysis of scheduling algorithms for 5G NR URLLC periodic deterministic communication BibT_EX
  J. Demel, C. Bockelmann, A. Dekorsy
  2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring), Antwerp, Belgium, 25. - 28. May 2020, ISBN 978-1-7281-5207-3, DOI
• Concrete MAP Detection: A Machine Learning Inspired Relaxation BibT_EX
  E. Beck, C. Bockelmann, A. Dekorsy
  VDE-Verlag, 24th International ITG Workshop on Smart Antennas (WSA 2020), Vol. 24, Hamburg, Germany, 18. - 20. February 2020, ISBN 978-3-8007-5200-3

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