Publications by ANT Staff of Armin Dekorsy

2022

• Scheduling for Ground-Assisted Federated Learning in LEO Satellite Constellations BibT_EX
  N. Razmi, B. Matthiesen, A. Dekorsy, P. Popovski
  30th European Signal Processing Conference (EUSIPCO), Belgrade, Serbia, 29. August - 2. September 2022
• Finite-Alphabet Message Passing using only Integer Operations for Highly Parallel LDPC Decoders BibT_EX
  T. Monsees, D. Wübben, A. Dekorsy, Oliver Griebel, Matthias Herrmann, Norbert Wehn
  23rd IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2022), Oulu, Finland, 4. - 6. June 2022
• On-Board Federated Learning for Dense LEO Constellations BibT_EX
  N. Razmi, B. Matthiesen, A. Dekorsy, P. Popovski
  IEEE International Conference on Communications (ICC), Seoul, Southkorea, 16. - 20. May 2022
• Learning Resource Scheduling with High Priority Users using Deep Deterministic Policy Gradients BibT_EX
  S. Gracla, E. Beck, C. Bockelmann, A. Dekorsy
  IEEE ICC 2022, 16. May 2022
• Semantic Communication: An Information Bottleneck View BibT_EX
  E. Beck, C. Bockelmann, A. Dekorsy
  submitted for publication, April 2022
• Deep Reinforcement Model Selection for Communications Resource Allocation in On-Site Medical Care BibT_EX
  S. Gracla, E. Beck, C. Bockelmann, A. Dekorsy
  IEEE WCNC 2022, 13. April 2022
• Beamspace MIMO for Satellite Swarms BibT_EX
  M. Röper, B. Matthiesen, D. Wübben, P. Popovski, A. Dekorsy
  2022 IEEE Wireless Communications and Networking Conference (WCNC 2022), Austin, TX, USA, USA, 10. - 13. April 2022
• Globally Optimal Spectrum- and Energy-Efficient Beamforming for Rate Splitting Multiple Access BibT_EX
  B. Matthiesen, Y. Mao, A. Dekorsy, P. Popovski, B. Clerckx
  submitted to Transactions on Signal Processing, April 2022
• Ground-Assisted Federated Learning in LEO Satellite Constellations BibT_EX
  N. Razmi, B. Matthiesen, A. Dekorsy, P. Popovski
  IEEE Wireless Communications Letters, Vol. 11, No. 4, pp. 717-721, April 2022, DOI

2021

• Inter-Plane Inter-Satellite Connectivity in LEO Constellations: Beam Switching vs. Beam Steering BibT_EX
  I. Leyva-Mayorga, M. Röper, B. Matthiesen, A. Dekorsy, P. Popovski, B. Soret
  2021 IEEE Global Communications Conference (GLOBECOM'21), Madrid, Spain, 7. - 11. December 2021
• CMDNet: Learning a Probabilistic Relaxation of Discrete Variables for Soft Detection with Low Complexity BibT_EX
  E. Beck, C. Bockelmann, A. Dekorsy
  IEEE Transactions on Communications, Vol. 69, No. 12, pp. 8214-8227, December 2021, DOI
• Relative Entropy based Message Combining for Exploiting Diversity in Information Optimized Processing BibT_EX
  T. Monsees, D. Wübben, A. Dekorsy
  25th International ITG Workshop on Smart Antennas (WSA 2021), EURECOM, France, 10. - 12. November 2021
• Forward-Aware Information Bottleneck-Based Vector Quantization: Multiterminal Extensions for Parallel and Successive Retrieval BibT_EX
  S. Hassanpour, D. Wübben, A. Dekorsy
  IEEE Transactions on Communications, Vol. 69, No. 10, pp. 6633-6646, October 2021, DOI
• Machine Learning Scaled Belief Propagation for Short Codes BibT_EX
  M. Hummert, D. Wübben, A. Dekorsy
  IEEE 94th Vehicular Technology Conference (VTC2021-Fall), 27. - 30. September 2021
• Neural Network-based Forecasting of Decodability for Early ARQ BibT_EX
  M. Hummert, D. Wübben, A. Dekorsy
  17th International Symposium on Wireless Communication Systems (ISWCS 2021), Berlin, Germany, 6. - 9. September 2021
• AI for orbital-terrestrial networks – key enabler for true global wireless connectivity BibT_EX
  A. Dekorsy, U. Kulau, P. Wertz, T. Wild
  ITG News, pp. 5-7, Germany, January 2021

2020

• Generalized Distributed Information Bottleneck for Fronthaul Rate Reduction at the Cloud-RANs Uplink BibT_EX
  S. Hassanpour, D. Wübben, A. Dekorsy
  IEEE Global Communications Conference (GLOBECOM 2020), Taipei, Taiwan, 7. - 11. December 2020, DOI
• Forward-Aware Information Bottleneck-Based Vector Quantization for Noisy Channels BibT_EX
  S. Hassanpour, T. Monsees, D. Wübben, A. Dekorsy
  IEEE Transactions on Communications, Vol. 68, No. 12, pp. 7911-7926, December 2020, DOI
• A Factor Graph-Based Distributed Consensus Kalman Filter BibT_EX
  S. Wang, A. Dekorsy
  IEEE Signal Processing Letters , November 2020, DOI
• LEO Small-Satellite Constellations for 5G and Beyond-5G Communications BibT_EX
  I. Leyva-Mayorga, B. Soret, M. Röper, D. Wübben, B. Matthiesen, A. Dekorsy, P. Popovski
  IEEE Access, Vol. 8, pp. 184955-184964, October 2020, DOI
• Diffusion Field Estimation Using Decentralized Kernel Kalman Filter with Parameter Learning over Hierarchical Sensor Networks BibT_EX
  S. Wang, B.-S. Shin, D. Shutin, A. Dekorsy
  IEEE International Workshop on Machine Learning for Signal Processing, Espoo, Finland, 21. - 24. September 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
• Übungen zur Nachrichtenübertragung BibT_EX
  K.-D. Kammeyer, P. Klenner, M. Petermann, A. Dekorsy
  Springer Vieweg Verlag, pp. 234, Wiesbaden, Germany, 9. August 2020, ISBN 978-3-8348-1336-7
• 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
• Dynamic Train-to-Train Propagation Measurements in the Millimeter Wave Band - Campaign and First Results. BibT_EX
  M. Soliman, P. Unterhuber, S. Sand, E. Staudinger, J. Shamshoom, C. Schindler, A. Dekorsy
  Krakow, Poland, 31. March - 4. April 2020
• DeEQ: Deep Equalization for Large MIMO Systems BibT_EX
  M. Hummert, D. Wübben, A. Dekorsy
  24th International ITG Workshop on Smart Antennas (WSA 2020), Vol. 24, Hamburg, Germany, 18. - 20. February 2020
• Cloud-RAN Fronthaul Rate Reduction via IBM-based Quantization for Multicarrier Systems BibT_EX
  J. Demel, T. Monsees, C. Bockelmann, D. Wübben, A. Dekorsy
  24th International ITG Workshop on Smart Antennas (WSA 2020), Hamburg, Germany, 18. - 19. February 2020
• Concrete MAP Detection: A Machine Learning Inspired Relaxation BibT_EX
  E. Beck, C. Bockelmann, A. Dekorsy
  24th International ITG Workshop on Smart Antennas (WSA 2020), Vol. 24, Hamburg, Germany, 18. - 20. February 2020
• Adaptive Control for Underwater Gripping Systems BibT_EX
  P. Kampmann, C. Büskens, S. Wang, D. Wübben, A. Dekorsy
  Chapter in AI Technology for Underwater Robots, Springer, Germany, January 2020, ISBN 978-3-030-30683-0, DOI

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