Publikationen von ANT Mitarbeitern von Armin Dekorsy

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, Deutschland, 27. Februar - 3. März 2023, ISBN 978-3-8007-6050-3
• A Comparison between RSMA, SDMA, and OMA in Multibeam LEO Satellite Systems BibT_EX
  A. Schröder, M. Röper, D. Wübben, B. Matthiesen, P. Popovski, A. Dekorsy
  International ITG 26th Workshop on Smart Antennas and 13th Conference on Systems, Communications, and Coding, Braunschweig, Deutschland, 27. Februar - 3. März 2023
• 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, Deutschland, 27. Februar - 3. März 2023

2022

• Energy Efficiency of Holographic Transceivers Based on RIS BibT_EX
  A. Zappone, B. Matthiesen, A. Dekorsy
  GLOBECOM 2022 - 2022 IEEE Global Communications Conference, Rio de Janeiro, Brasilien, 4. - 8. Dezember 2022, DOI
• 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, Brasilien, 4. - 8. Dezember 2022
• Non-Geostationary Orbit Constellation Design for Global Connectivity BibT_EX
  I. Leyva-Mayorga, B. Soret, B. Matthiesen, M. Röper, D. Wübben, A. Dekorsy, P. Popovski
  Kapitel in Non‐Geostationary Satellite Communications Systems, IET, Hertfordshire, Großbritannien, Dezember 2022, ISBN 978-1-83953-566-6, DOI
• DRLLA: Deep Reinforcement Learning for Link Adaption BibT_EX
  F. Geiser, D. Wessel, M. Hummert, A. Weber, D. Wübben, A. Dekorsy, A. Viseras
  MDPI, MDPI Telecom Journal, Vol. 3(4), pp. 692-705, November 2022, DOI
• Optimum Quantization of Memoryless Channels with N-ary Input BibT_EX
  T. Monsees, D. Wübben, A. Dekorsy
  Asilomar Conference on Signals, Systems, and Computers 2022, Pacific Grove, CA, USA, 30. Oktober - 2. November 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, Oktober 2022, DOI
• Globally Optimal Spectrum- and Energy-Efficient Beamforming for Rate Splitting Multiple Access BibT_EX
  B. Matthiesen, Y. Mao, A. Dekorsy, P. Popovski, B. Clerckx
  Transactions on Signal Processing, Vol. 70, Oktober 2022, DOI
• Minimum-Integer Computation Finite Alphabet Message Passing Decoder: From Theory to Decoder Implementations towards 1 Tb/s BibT_EX
  T. Monsees, O. Griebel, M. Herrmann, D. Wübben, A. Dekorsy, N. Wehn
  MDPI, Entropy, Vol. 24, No. 10, pp. 19, Oktober 2022, DOI
• 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, Serbien, 29. August - 2. September 2022
• 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, Finnland, 28. - 30. Juli 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. Juni 2022, DOI
• Finite-Alphabet Message Passing using only Integer Operations for Highly Parallel LDPC Decoders BibT_EX
  T. Monsees, D. Wübben, A. Dekorsy, O. Griebel, M. Herrmann, N. Wehn
  23rd IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2022), Oulu, Finnland, 4. - 6. Juni 2022, DOI
• Lesson Learnt and Future of AI Applied to Manufacturing BibT_EX
  V. Frascolla, M. Hummert, T. Monsees, D. Wübben, A. Dekorsy, N. Michailow, V. Döricht, C. Niedermeier, J. Kaiser, A. Bröring, M. Villnow, D. Wessel, F. Geiser, M. Wissel, A. Viseras, B. Han, B. Richerzhagen, H.D. Schotten, D. Calandra, F. Lamberti
  River Publishers, Intelligent Edge-Embedded Technologies for Digitising Industry , 1. Juni 2022, ISBN 9788770226110
• 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
• 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, Südkorea, 16. - 20. Mai 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, Mai 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
• 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, DOI
• 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, 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
• 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 (TCOM), 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, DOI
• Das Industrial Radio Lab Germany - Vier Standorte, eine Mission BibT_EX
  N. Bulk, A. Dekorsy, F. Bittner, N. Franchi, L. Underberg, P. Schulz, A. Weinand, D. Lindenschmitt, G. Fettweis, L. Rauchhaupt, H. Schotten
  Kapitel in 22. Leitkongress der Mess- und Automatisierungstechnik: Navigating towards resilient Production (Automation), VDI Verlag, Deutschland, Juni 2021, DOI
• 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

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