M.Sc. Matthias Hummert (Ph. D. Candidate)

Address: University of Bremen Dept. of Communications Engineering Otto-Hahn-Allee NW1 D-28359 Bremen - Germany Room :NW1 N2390 Phone : +49 421 218 62419 E-mail :

Teaching

• Advanced Channel Coding
• Basic Communications Laboratory
• Channel Coding

Research

• Radio Communication with Artificial Intelligence (FunKI)
• Artificial Intelligence for Mobile Systems (AIMS)

Publications

2022

• DRLLA: Deep Reinforcement Learning for Link Adaption BibT_EX
  F. Geiser, D. Wessel, M. Hummert, A. Weber, D. Wübben, A. Dekorsy, A. Viseras
  MDPI, MDPI Telecom Journal, Vol. 3(4), pp. 692-705, November 2022, DOI

2021

• Machine Learning Scaled Belief Propagation for Short Codes BibT_EX
  M. Hummert, D. Wübben, A. Dekorsy
  IEEE 94th Vehicular Technology Conference (VTC2021-Fall), 27. - 30. September 2021
• Neural Network-based Forecasting of Decodability for Early ARQ BibT_EX
  M. Hummert, D. Wübben, A. Dekorsy
  17th International Symposium on Wireless Communication Systems (ISWCS 2021), Berlin, Germany, 6. - 9. September 2021, DOI

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, Germany, 18. - 20. February 2020

Supervised Theses

available / in progress / finished