Publications by ANT Staff of Shayan Hassanpour

2024

• Deep FAVIB: Deep Learning-Based Forward-Aware Quantization via Information Bottleneck Method BibT_EX
  M. Hummert, S. Hassanpour, D. Wübben, A. Dekorsy
  IEEE International Conference on Communications (ICC), Denver, CO, USA, 9. - 13. June 2024
• Deep Learning-Based Forward-Aware Quantization for Satellite-Aided Communications via Information Bottleneck Method BibT_EX
  M. Hummert, S. Hassanpour, D. Wübben, A. Dekorsy
  2024 EuCNC & 6G Summit, Antwerp, Belgium, 3. - 6. June 2024

2022

• Source & Joint Source-Channel Coding Schemes Based on the Information Bottleneck Framework BibT_EX
  S. Hassanpour
  Ph.D. Thesis, Shaker Verlag, Bremen, Germany, August 2022, ISBN 978-3-8440-8743-7

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, Vol. 69, No. 10, pp. 6633-6646, October 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. December 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, December 2020, DOI

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. December 2019, DOI

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
• 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

• 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