Detection for 5G-NOMA: An online adaptive machine learning approach DA Awan, RLG Cavalcante, M Yukawa, S Stanczak 2018 IEEE International Conference on Communications (ICC), 1-6, 2018 | 39 | 2018 |
A robust machine learning method for cell-load approximation in wireless networks DA Awan, RLG Cavalcante, S Stanczak 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 13 | 2018 |
Adaptive learning for symbol detection: a reproducing kernel hilbert space approach D Amir Awan, R Luis Garrido Cavalcante, M Yukawa, S Stanczak Machine Learning for Future Wireless Communications, 197-211, 2020 | 10 | 2020 |
GPU-accelerated partially linear multiuser detection for 5G and beyond URLLC systems M Mehlhose, G Marcus, D Schäufele, DA Awan, N Binder, M Kasparick, ... IEEE Access 10, 70937-70946, 2022 | 8 | 2022 |
Robust cell-load learning with a small sample set DA Awan, RLG Cavalcante, S Stanczak IEEE Transactions on Signal Processing 68, 270-283, 2019 | 5 | 2019 |
Machine learning-based adaptive receive filtering: Proof-of-concept on an SDR platform M Mehlhose, DA Awan, RLG Cavalcante, M Kurras, S Stanczak ICC 2020-2020 IEEE International Conference on Communications (ICC), 1-5, 2020 | 4 | 2020 |
Distributed RAN and backhaul optimization for energy efficient wireless networks DA Awan, RLG Cavalcante, S Stanczak 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2016 | 3 | 2016 |
Robust learning in wireless networks: efficacy of models and prior knowledge in learning from small sample sets DA Awan Dissertation, Berlin, Technische Universität Berlin, 2020, 2021 | 2 | 2021 |
Robust online multiuser detection: A hybrid model-data driven approach DA Awan, RLG Cavalcante, M Yukawa, S Stanczak IEEE Transactions on Signal Processing, 2023 | 1 | 2023 |
Real-Time GPU-Accelerated Machine Learning Based Multiuser Detection for 5G and Beyond. M Mehlhose, D Schäufele, DA Awan, G Marcus, N Binder, M Kasparick, ... arXiv, 2022 | 1 | 2022 |
Set-theoretic learning for detection in cell-less c-ran systems DA Awan, RLG Cavalcante, Z Utkovski, S Stanczak 2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2018 | 1 | 2018 |
Robust learning in wireless networks DA Awan | | 2021 |
ONE5G Prototyping Activities Supporting Vertical Scenarios in Megacities and Underserved Areas E Kosmatos, C Ntogkas, O Zekai, EJ Khatib, G Berardinelli, S Fortes, ... 2019 European Conference on Networks and Communications (EuCNC), 2019 | | 2019 |
Joint Optimization of Coverage, Capacity and Load Balancing in Self-Organizing Networks Q Liao, DA Awan, S Stanczak arXiv preprint arXiv:1607.04754, 2016 | | 2016 |