Offical Activities

Kontakt: Dirk Wübben

Beteiligte Mitarbeiter

• M.  Rihan
• E. Beck
• N. Buhr
• A. Danaee
• T. Düe
• S. Gracla
• S. Hassanpour
• M. Hummert
• T. Monsees
• A. Schröder
• D. Wübben
• L. Zhu

Beschreibung

Publikationen

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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

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, 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
• 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
• 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

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