Machine Learning for Communications

Contact: Dirk Wübben

Involved Staff

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

Description

Publications

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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, Germany, 11. - 14. February 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, United Arab Emirates, 9. - 13. December 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. December 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, Italy, 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, France, 26. - 28. June 2018, DOI
• On the Equivalence of Double Maxima and KL-Means for Information Bottleneck-Based Source Coding BibT_EX
  S. Hassanpour, D. Wübben, A. Dekorsy
  IEEE Wireless Communications and Networking Conference (WCNC 2018), Barcelona, Spain, 15. - 18. April 2018, DOI

2017

• The Information Bottleneck Method: Fundamental Idea and Algorithmic Implementations BibT_EX
  D. Wübben
  10th Asia-Europe Workshop on Concepts in Information Theory (AEW 2017), Boppard, Germany, 21. - 23. June 2017, ISBN 978-90-74249-29-4
• On the Relation Between the Asymptotic Performance of Different Algorithms for IB Framework BibT_EX
  S. Hassanpour, D. Wübben, A. Dekorsy, B. Kurkoski
  IEEE Int. Conference on Communications (ICC 2017), Paris, France, 21. - 25. May 2017, DOI
• Overview and Investigation of Algorithms for the Information Bottleneck Method BibT_EX
  S. Hassanpour, D. Wübben, A. Dekorsy
  11th Int. ITG Conference on Systems, Communications and Coding (SCC 2017), Hamburg, Germany, 6. - 9. February 2017

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