42 citations · 43 across the 2 of their papers we have counts for
4 papers
A Comprehensive Survey of Machine Learning Based Localization with Wireless Signals
Daoud Burghal, Ashwin T. Ravi, Varun Rao +2
The last few decades have witnessed a growing interest in location-based services. Using localization systems based on Radio Frequency (RF) signals has proven its efficacy for both…
A Machine Learning Solution for Beam Tracking in mmWave Systems
Daoud Burghal, Naveed A. Abbasi, Andreas F. Molisch
Utilizing millimeter-wave (mmWave) frequencies for wireless communication in \emph{mobile} systems is challenging since it requires continuous tracking of the beam direction. Recen…
Band Assignment in Dual Band Systems: A Learning-based Approach
Daoud Burghal, Rui Wang, Andreas F. Molisch
We consider the band assignment problem in dual band systems, where the base-station (BS) chooses one of the two available frequency bands (centimeter-wave and millimeter-wave band…
A Lower Bound To The Expected Discovery Time In One-Way Random Neighbor Discovery
Daoud Burghal, Arash Saber Tehrani, Andreas F. Molisch
We provide a lower bound on the expected discovery time of one-way neighbor discovery in multi antenna system. We assume that the scheme allows to use different directional transmi…