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 …

Towards a machine learning based situational awareness framework for cybersecurity: an SDN implementation

Y Nikoloudakis, I Kefaloukos, S Klados, S Panagiotakis… - Sensors, 2021 - mdpi.com
… a machine learning based situational awareness framework that detects existing and newly
introduced network-enabled entities, utilizing the real-time awarenesssituational awareness

Situational awareness in distribution grid using micro-PMU data: A machine learning approach

A Shahsavari, M Farajollahi, EM Stewart… - … on Smart Grid, 2019 - ieeexplore.ieee.org
… 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 …

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 …

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 …

MmWave vehicular beam selection with situational awareness using machine learning

Y Wang, A Klautau, M Ribero, ACK Soong… - IEEE …, 2019 - ieeexplore.ieee.org
… 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 …

Mmwave vehicular beam training with situational awareness by machine learning

Y Wang, A Klautau, M Ribero… - 2018 IEEE …, 2018 - ieeexplore.ieee.org
… , 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 …

Machine learning to improve situational awareness in beyond visual range air combat

JPA Dantas, MROA Maximo, AN Costa… - IEEE Latin America …, 2022 - ieeexplore.ieee.org
… pilot’s situational awareness regarding offensive situations, … machine learning algorithms
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 …

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 …