Publikationen von ANT Mitarbeitern von Shayan Hassanpour

2025

• Deep Learning-Based Distributed Remote Source Coding via Information Bottleneck Method: The Parallel Processing Scheme BibT_EX
  S. Hassanpour, M. Hummert, D. Wübben, A. Dekorsy
  IEEE International Conference on Communications Workshops (ICC Workshops 2025), Montreal, Kanada, 8. - 12. Juni 2025
• A Deep Variational Approach to Multiterminal Joint Source-Channel Coding Based on Information Bottleneck Principle BibT_EX
  S. Hassanpour, M. Hummert, D. Wübben, A. Dekorsy
  IEEE Open Journal of the Communications Society (Early Access), Mai 2025, DOI
• Investigating the Generalization Capabilities of Deep FAVIB: A Data-Driven Information Bottleneck-Based Quantization Scheme for Noisy Channels BibT_EX
  M. Hummert, S. Hassanpour, D. Wübben, A. Dekorsy
  International ITG Conference on Systems, Communications and Coding (SCC 2025), Karlsruhe, Deutschland, 10. - 13. März 2025, DOI
• Relevance-Based Multi-User Data Compression for Fronthaul Rate Reduction in Cell-Free Massive MIMO Systems BibT_EX
  A. Danaee, S. Hassanpour, D. Wübben, A. Dekorsy
  International ITG Conference on Systems, Communications and Coding (SCC 2025), Karlsruhe, Deutschland, 10. - 13. März 2025, DOI

2024

• Multi-Source Distributed Data Compression Based on Information Bottleneck Principle BibT_EX
  S. Hassanpour, A. Danaee, D. Wübben, A. Dekorsy
  IEEE Open Journal of the Communications Society (OJ-COMS), Vol. 5, pp. 4171-4185, Juli 2024, DOI
• Relevance-Based Information Processing for Fronthaul Rate Reduction in Cell-Free Massive MIMO Systems BibT_EX
  A. Danaee, S. Hassanpour, D. Wübben, A. Dekorsy
  International Symposium on Wireless Communication Systems (ISWCS 2024), Rio de Janeiro, Brasilien, 14. - 17. Juli 2024, DOI
• 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 2024), Denver, CO, USA, 9. - 13. Juni 2024, DOI
• 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 European Conference on Networks and Communications & 6G Summit (EuCNC & 6G Summit), Antwerp, Belgien, 3. - 6. Juni 2024, DOI

2022

• Source & Joint Source-Channel Coding Schemes Based on the Information Bottleneck Framework BibT_EX
  S. Hassanpour
  Dissertation, Shaker Verlag, Bremen, Deutschland, 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 (TCOM), Vol. 69, No. 10, pp. 6633-6646, Oktober 2021, DOI

2020

• Generalized Distributed Information Bottleneck for Fronthaul Rate Reduction at the Cloud-RANs Uplink BibT_EX
  S. Hassanpour, D. Wübben, A. Dekorsy
  2020 IEEE Global Communications Conference (GLOBECOM), 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 (TCOM), Vol. 68, No. 12, pp. 7911-7926, Dezember 2020, DOI

2019

• A Novel Approach to Distributed Quantization via Multivariate Information Bottleneck Method BibT_EX
  S. Hassanpour, D. Wübben, A. Dekorsy
  2019 IEEE Global Communications Conference (GLOBECOM), Waikoloa, HI, USA, 9. - 13. Dezember 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
  2018 IEEE Global Communications Conference (GLOBECOM), 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
  2018 International Symposium on Turbo Codes & Iterative Information Processing (ISTC), Hong Kong, China, 3. - 7. Dezember 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
  2018 International Conference on Telecommunication (ICT), Saint-Malo, Frankreich, 26. - 28. Juni 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
  2018 IEEE Wireless Communications and Networking Conference (WCNC), Barcelona, Spanien, 15. - 18. April 2018, DOI

2017

• On the Relation Between the Asymptotic Performance of Different Algorithms for Information Bottleneck Framework BibT_EX
  S. Hassanpour, D. Wübben, A. Dekorsy, B. Kurkoski
  2017 IEEE International Conference on Communications (ICC), Paris, Frankreich, 21. - 25. Mai 2017, DOI
• Overview and Investigation of Algorithms for the Information Bottleneck Method BibT_EX
  S. Hassanpour, D. Wübben, A. Dekorsy
  2017 International ITG Conference on Systems, Communications and Coding (SCC), Hamburg, Deutschland, 6. - 9. Februar 2017