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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

Adaptive Learning for Symbol Detection: A Reproducing Kernel Hilbert Space Approach
Citation key AwanBoo2019
Author D. A. Awan, R.L.G. Cavalcante, M. Yukawa and S. Stanczak
Year 2019
Journal Wiley, 2019, to appear
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Daniyal Amir Awan
Wissenschaftlicher Mitarbeiter
Network Information Theory