Daniyal Amir Awan

According to our database, Daniyal Amir Awan authored at least 11 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Robust Online Multiuser Detection: A Hybrid Model-Data Driven Approach.

Daniyal Amir Awan, Renato Luís Garrido Cavalcante, Masahiro Yukawa, Slawomir Stanczak

IEEE Trans. Signal Process., 2023

2022

Real-Time GPU-Accelerated Machine Learning Based Multiuser Detection for 5G and Beyond.

Matthias Mehlhose, Guillermo Marcus, Daniel Schäufele, Daniyal Amir Awan, Nikolaus Binder, Martin Kasparick, Renato L. G. Cavalcante, Slawomir Stanczak, Alexander Keller

CoRR, 2022

GPU-Accelerated Partially Linear Multiuser Detection for 5G and Beyond URLLC Systems.

Matthias Mehlhose, Guillermo Marcus, Daniel Schäufele, Daniyal Amir Awan, Nikolaus Binder, Martin Kasparick, Renato L. G. Cavalcante, Slawomir Stanczak, Alexander Keller

IEEE Access, 2022

2021

Robust learning in wireless networks: efficacy of models and prior knowledge in learning from small sample sets.

Daniyal Amir Awan

PhD thesis, 2021

2020

Robust Cell-Load Learning With a Small Sample Set.

Daniyal Amir Awan, Renato L. G. Cavalcante, Slawomir Stanczak

IEEE Trans. Signal Process., 2020

Machine Learning-Based Adaptive Receive Filtering: Proof-of-Concept on an SDR Platform.

Matthias Mehlhose, Daniyal Amir Awan, Renato L. G. Cavalcante, Martin Kurras, Slawomir Stanczak

Proceedings of the 2020 IEEE International Conference on Communications, 2020

2018

Detection for 5G-NOMA: An Online Adaptive Machine Learning Approach.

Daniyal Amir Awan, Renato L. G. Cavalcante, Masahiro Yukawa, Slawomir Stanczak

Proceedings of the 2018 IEEE International Conference on Communications, 2018

A Robust Machine Learning Method for Cell-Load Approximation in Wireless Networks.

Daniyal Amir Awan, Renato L. G. Cavalcante, Slawomir Stanczak

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Set-Theoretic Learning for Detection in Cell-Less C-Ran Systems.

Daniyal Amir Awan, Renato L. G. Cavalcante, Zoran Utkovski, Slawomir Stanczak

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

2016

Joint Optimization of Coverage, Capacity and Load Balancing in Self-Organizing Networks.

Qi Liao, Daniyal Amir Awan, Slawomir Stanczak

CoRR, 2016

Distributed RAN and backhaul optimization for energy efficient wireless networks.

Daniyal Amir Awan, Renato L. G. Cavalcante, Slawomir Stanczak

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016