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TU Berlin

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Daniyal Amir Awan

I have a master's degree in electrical engineering from Technical University of Berlin. I work as a research associate at TU Berlin and as a guest researcher at the Wireless Communication and Networks Department, Heinrich Hertz Institute, Berlin. My research revolves around application of optimization theory, function approximation, and machine-learning to problems in wireless communication systems. I am currently working in the following directions:

1. Set-membership & robust function approximation in dynamic wireless networks with a small sample set. 

2. Nonlinear detection for multi-user uplink using the set-membership paradigm.

3. Energy optimization in future wireless networks. 

Publications

Detection for 5G-NOMA: An Online Adaptive Machine Learning Approach
Citation key detection_stanczak2018
Author D. A. Awan and R.L.G. Cavalcante and M. Yukawa and S. Stanczak
Title of Book IEEE International Conference on Communications (ICC), Kansas City, MO, USA.
Year 2018
Location Kansas City, MO, USA
Address Kansas City, MO, USA
Month May 20-24
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Daniyal Amir Awan
Wissenschaftlicher Mitarbeiter
Network Information Theory