MmWave beam prediction with situational awareness: A machine learning approach
Y Wang, M Narasimha… - 2018 IEEE 19th …, 2018 - ieeexplore.ieee.org
… combine machine learning tools and situational awareness … We consider forms of situational
awareness that are specific to the … The result shows that situational awareness can largely …
awareness that are specific to the … The result shows that situational awareness can largely …
Towards a machine learning based situational awareness framework for cybersecurity: an SDN implementation
… a machine learning based situational awareness framework that detects existing and newly
introduced network-enabled entities, utilizing the real-time awareness … situational awareness …
introduced network-enabled entities, utilizing the real-time awareness … situational awareness …
Situational awareness in distribution grid using micro-PMU data: A machine learning approach
… major challenges in achieving situational awareness in power … novel model-free situational
awareness framework for power … 1) A novel situational awareness framework is introduced for …
awareness framework for power … 1) A novel situational awareness framework is introduced for …
Towards robustness: Machine learning for mmWave V2X with situational awareness
Y Wang, M Narasimha… - 2018 52nd Asilomar …, 2018 - ieeexplore.ieee.org
… machine learning classification and ranking, based on the target vehicle’s situational awareness.
… This information is a natural part of the situational awareness exploited by connected …
… This information is a natural part of the situational awareness exploited by connected …
Tailoring a cognitive model for situation awareness using machine learning
R Koopmanschap, M Hoogendoorn, JJ Roessingh - Applied Intelligence, 2015 - Springer
… based on this output, learning is based on the performance of … machine learning algorithms
to maximize the learning ability … and systematically evaluated the learning algorithms for a …
to maximize the learning ability … and systematically evaluated the learning algorithms for a …
MmWave vehicular beam selection with situational awareness using machine learning
… In this paper, the machine learning model captures the relationship between the mmWave
channel and the situational awareness that is comprised of the geometry of different vehicles …
channel and the situational awareness that is comprised of the geometry of different vehicles …
Mmwave vehicular beam training with situational awareness by machine learning
… , it was shown in [8] that vehicles’ situational awareness can also be used to predict the beam
… of an efficient machine learning framework with situational awareness in Section II. Aside …
… of an efficient machine learning framework with situational awareness in Section II. Aside …
Machine learning to improve situational awareness in beyond visual range air combat
… pilot’s situational awareness regarding offensive situations, … machine learning algorithms
to generate responses concerning the tactical state to improve the pilot’s situational awareness …
to generate responses concerning the tactical state to improve the pilot’s situational awareness …
Space situational awareness sensor tasking: comparison of machine learning with classical optimization methods
BD Little, CE Frueh - Journal of Guidance, Control, and Dynamics, 2020 - arc.aiaa.org
… based on artificial intelligence, such as machine learning, have recently gained a lot of …
the performance of two machine learning algorithms: ant colony and distributed Q-learning. Ant …
the performance of two machine learning algorithms: ant colony and distributed Q-learning. Ant …
Situational awareness-enhancing community-level load mapping with opportunistic machine learning
D Pylorof, HE Garcia - Applied Energy, 2024 - Elsevier
… In this work, we focus on machine learning for noninvasive … Our approach is based on
learning to relate true load in T , in … using a proposed machine learning pipeline for supervised …
learning to relate true load in T , in … using a proposed machine learning pipeline for supervised …
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