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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

A robust machine learning method for cell-load approximation in wireless networks
Citation key robustmachine_awan2018
Author D. A. Awan and R.L.G. Cavalcante and S. Stanczak
Title of Book IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Calgary, Alberta, Canada.
Year 2018
Address Calgary, Alberta, Canada
Month April 15-20
Download Bibtex entry

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Daniyal Amir Awan
Wissenschaftlicher Mitarbeiter
Network Information Theory