We propose a lightweight context-aware online learning algorithm, namely FML, with proven performance bound and guaranteed convergence.
In this paper, we propose fast machine learning (FML), which is a low-complexity and a highly scalable online learning algorithm for mmWave base stations. FML ...
Apr 27, 2018 · In this paper, we propose fast machine learning (FML), which is a low-complexity and a highly scalable online learning algorithm for mmWave base ...
This work proposes the first online learning algorithm addressing the problem of beam selection with environment-awareness in mmWave vehicular systems as a ...
An online beamalignment algorithm for mmWave vehicular communications was introduced in [15], which uses the vehicle's direction of arrival as a contextual ...
Connected Papers is a visual tool to help researchers and applied scientists find academic papers relevant to their field of work.
FML: Fast Machine Learning for 5G mmWave Vehicular Communications. A. Asadi, S. Müller, G. Sim, A. Klein, and M. Hollick. INFOCOM, page 1961-1969. IEEE ...
Sep 26, 2018 · We propose a lightweight context-aware online learning algorithm, namely fast machine learning (FML), with proven performance bound and guaranteed convergence.
People also ask
Is 5G the same as mmWave?
What is the mmWave spectrum for 5G?
FML: Fast Machine Learning for 5G mmWave Vehicular Communications. IEEE INFOCOM 2018 - IEEE Conference on Computer Communications. Millimeter-Wave (mmWave) ...
FML: Fast Machine Learning for 5G mmWave Vehicular Communications. A Asadi, S Müller, GHA Sim, A Klein, M Hollick. Proceedings of IEEE INFOCOM'18, 1961-1969 ...