Maschinelles Lernen in der Nachrichtentechnik

Kontakt: Dirk Wübben

Beteiligte Mitarbeiter

• E. Beck
• S. Gracla
• S. Hassanpour
• M. Hummert
• T. Monsees
• D. Wübben
• L. Zhu

Beschreibung

Publikationen

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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, Deutschland, 18. - 20. Februar 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, Deutschland, 18. - 20. Februar 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, Deutschland, 18. - 19. Februar 2020

2019

• A Novel Approach to Distributed Quantization via Multivariate Information Bottleneck Method BibT_EX
  S. Hassanpour, D. Wübben, A. Dekorsy
  IEEE Global Communications Conference (GLOBECOM 2019), Waikoloa, HI, USA, 9. - 13. Dezember 2019, DOI
• Channel-Optimized Information Bottleneck Design for Signal Forwarding and Discrete Decoding in Cloud-RAN BibT_EX
  T. Monsees, D. Wübben, A. Dekorsy
  12th International ITG Conference on Systems, Communications and Coding (SCC), Rostock, Deutschland, 11. - 14. Februar 2019
• Industrial Radio Link Abstraction Models for Short Packet Communication with Polar Codes BibT_EX
  J. Demel, C. Bockelmann, A. Dekorsy
  12th International ITG Conference on Systems, Communications and Coding 2019, Rostock, Deutschland, 11. - 14. Februar 2019

2018

• A Graph-Based Message Passing Approach for Noisy Source Coding via Information Bottleneck Principle BibT_EX
  S. Hassanpour, D. Wübben, A. Dekorsy
  IEEE Global Communications Conference (GLOBECOM 2018), Abu Dhabi, Vereinigte Arabische Emirate, 9. - 13. Dezember 2018, DOI
• A Graph-Based Message Passing Approach for Joint Source-Channel Coding via Information Bottleneck Principle BibT_EX
  S. Hassanpour, D. Wübben, A. Dekorsy
  10th Int. Symposium on Turbo Codes & Iterative Information Processing (ISTC 2018), Hong Kong, China, 3. - 7. Dezember 2018, DOI
• 5G as Enabler for Industrie 4.0 Use Cases: Challenges and Concepts BibT_EX
  M. Gundall, M. Aleksy, N. Franchi, C. Markwart, D. Wübben, A. Neumann, M. Düngen, T. Neugebauer, M. Kus, J. Grießbach
  IEEE 23rd International Conference on Emerging Technologies and Factory Automation (ETFA 2018), Torino, Italien, 4. - 7. September 2018, DOI
• On the Equivalence of Two Information Bottleneck-Based Routines Devised for Joint Source-Channel Coding BibT_EX
  S. Hassanpour, D. Wübben, A. Dekorsy
  25th Int. Conference on Telecommunication (ICT 2018), Saint-Malo, Frankreich, 26. - 28. Juni 2018, DOI

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