Maschinelles Lernen in der Nachrichtentechnik

Kontakt: Dirk Wübben

Beteiligte Mitarbeiter

• E. Beck
• S. Hassanpour
• M. Hummert
• T. Monsees

Beschreibung

Publikationen

1 | 2

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 (Early Access), Juli 2021, DOI
• 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

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
• 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

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

1 | 2