Results 251 to 260 of about 15,047 (284)

An On-chip Accelerator with Hybrid Machine Learning for Modulation Classification of Radio Frequency Signals

2022 IEEE/MTT-S International Microwave Symposium - IMS 2022, 2022
Kuchul Jung, Jongseok Woo, Saibal Mukhopadhyay   +2 more
openaire   +3 more sources

RESEARCH AND ANALYSIS RADIO FREQUENCY MACHINE LEARNING RFML

Электросвязь, 2023
Статья посвящена проблеме использования машинного обучения на радиочастотах в беспроводных сетях. Отмечается, что машинное обучение широко применяется в телекоммуникациях для решения задач классификации сигналов и причин отказов, прогнозирования событий с помощью, например, нейронных сетей.
openaire   +1 more source

Exploring Explainable AI Techniques for Radio Frequency Machine Learning

2024 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN)
Stephen Adams, Mia Taylor, Cody Crofford, Scott Harper, Whitney Batchelor, William C. Headley   +5 more
openaire   +3 more sources

Next-Generation Security: Detecting Suspicious Liquids Through Software Defined Radio Frequency Sensing and Machine Learning [PDF]

IEEE Sensors Journal
Hazardous liquids, such as nitroglycerin, are now preferred over traditional explosives in modern terrorist attacks. Their inconspicuous nature poses an identification challenge, necessitating urgent large-scale security inspections to prevent terrorism ...
Muhammad Bilal Khan, Abdul Basit Khattak, Shujaat Ali Khan Tanoli   +2 more
exaly   +2 more sources

Radio Frequency-based Techniques of Drone Detection and Classification using Machine Learning

2020 6th International Conference on Robotics and Artificial Intelligence, 2020
This research paper provides a comprehensive survey review on drone detection using Radio Frequency (RF)-based techniques along with machine learning and localization algorithms. RF signals proved its effectiveness in detecting drones, however, due to the lack of a published survey, this research paper reviews the newly emerged RF-based techniques by ...
Mariam M. Alaboudi, Manar Abu Talib, Qassim Nasir   +2 more
openaire   +1 more source

Guest Editorial Special Issue on Machine Learning for Radio Frequency Sensing

IEEE Sensors Journal
Avik Santra, Ashish Pandharipande, Pu Perry Wang, George Shaker, Bhavani Shankar Mysore, Guido Dolmans, Yan Chen, Negin Shariati Moghadam   +7 more
openaire   +3 more sources

Towards an Automated Radio Frequency Interference excision method using Machine Learning

2021 International Conference on Electromagnetics in Advanced Applications (ICEAA), 2021
We present preliminary results from an automated radio frequency interference (RFI) excision method being developed at the Arecibo Observatory. We recently implemented and tested a new channel weighting scheme to excise RFI confined to a relatively narrow range in frequency and time space.
Adithya Sineesh, Akul Santhosh, D. Anish Roshi   +2 more
openaire   +1 more source

Authentication by Intelligent Learning: A Novel Hybrid Deep Learning/Machine-Learning Radio Frequency Fingerprinting Scheme

IEEE Journal of Radio Frequency Identification
Tasnim Nizar Al-Qabbani, Gabriele Oligeri, Marwa Qaraqe   +2 more
openaire   +3 more sources

Quantifying Dataset Quality in Radio Frequency Machine Learning

MILCOM 2021 - 2021 IEEE Military Communications Conference (MILCOM), 2021
William H. Clark, Alan J. Michaels
openaire   +1 more source

Data-Centric Approaches to Radio Frequency Machine Learning

MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM), 2022
Scott Kuzdeba, Josh Robinson
openaire   +1 more source