Publikationen von ANT Mitarbeitern

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. Mai 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, Südkorea, 16. - 20. Mai 2022
• Semantic Communication: An Information Bottleneck View BibT_EX
  E. Beck, C. Bockelmann, A. Dekorsy
  submitted for publication, April 2022
• Semantic Communication: An Information Bottleneck View BibT_EX
  
  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, Spanien, 7. - 11. Dezember 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, Dezember 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, Frankreich, 10. - 12. November 2021
• #IRLG_erklärt Low Power Wide Area Networks BibT_EX
  N. Bulk, Industry Radio Lab Germany
  IRLG-Merkblatt, 1. 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, Oktober 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, Deutschland, 6. - 9. September 2021
• Compressive Sensing based Dynamic Spectrum Access for Interference-Networks BibT_EX
  D. Wieruch
  Dissertation, Shaker Verlag, Bremen, Deutschland, September 2021, ISBN 978-3-8440-8208-1
• Globally Optimal Beamforming for Rate Splitting Multiple Access BibT_EX
  B. Matthiesen, Y. Mao, P. Popovski, B. Clerckx
  2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021), 6. - 11. Juni 2021
• Hierarchical Resource Allocation: Balancing Throughput and Energy Efficiency in Wireless Systems BibT_EX
  B. Matthiesen, E.A. Jorswieck, P. Popovski
  IEEE Wireless Communications and Networking Conference Workshops 2021 (WCNCW 2021), 29. März - 1. April 2021
• Introduction of a 5G-enabled Architecture for the Realization of Industry 4.0 Use Cases BibT_EX
  M. Gundall, T. Strufe, H.D. Schotten, P. Rost, C. Markwart, A. Neumann, J. Grießbach, M. Aleksy, D. Wübben, R. Blunk
  IEEE Access, USA, Februar 2021, DOI
• Reconfigurable Intelligent Surfaces: A Signal Processing Perspective With Wireless Applications BibT_EX
  E. Björnson, H. Wymeersch, B. Matthiesen, P. Popovski, L. Sanguinetti, E. de Carvalho
  IEEE Signal Processing Magazine, to appear, Februar 2021
• Intelligent Reflecting Surface Operation under Predictable Receiver Mobility: A Continuous Time Propagation Model BibT_EX
  B. Matthiesen, E. Björnson, E. de Carvalho, P. Popovski
  IEEE Wireless Communications Letters, Vol. 10, No. 2, pp. 216-220, Februar 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, Deutschland, Januar 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. Dezember 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, Dezember 2020, DOI
• A Factor Graph-Based Distributed Consensus Kalman Filter BibT_EX
  S. Wang, A. Dekorsy
  IEEE Signal Processing Letters , November 2020, DOI
• Optimization Techniques for Energy Efficiency BibT_EX
  B. Matthiesen, E.A. Jorswieck
  Kapitel in Green Communications for Energy-Efficient Wireless Systems and Networks, IET, Hertfordshire, UK, November 2020, ISBN 978-1-83953-067-8
• 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, Oktober 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, Finnland, 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

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