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EMI and IEMI impacts on the radio communication network of electrified railway systems: A critical review
The electrified railway system has been rapidly rolled out in many countries and regions in
the past decades, along with the transportation decarbonization agenda. The latest …
the past decades, along with the transportation decarbonization agenda. The latest …
Machine learning-based spectrum occupancy prediction: a comprehensive survey
In cognitive radio (CR) systems, efficient spectrum utilization depends on the ability to
predict spectrum opportunities. Traditional statistical methods for spectrum occupancy …
predict spectrum opportunities. Traditional statistical methods for spectrum occupancy …
AE-BiLSTM: Multivariate Time-Series EMI Anomaly Detection in 5G-R High-Speed Rail Wireless Communications
With the global expansion of high-speed rail (HSR) and the integration of the latest wireless
communication networks into the railway system, establishing a secure bidirectional …
communication networks into the railway system, establishing a secure bidirectional …
Jamming Attacks Detection Based on IGWO for Optimization of Fast Correlation-Based Feature extraction in Wireless Communication
ZJM Ameen, HA Naman… - Recent Advances in …, 2024 - benthamdirect.com
Background Wireless networks are essential communication technologies that prevent cable
installation prices and burdens. Because of this technology's pervasive usage, wireless …
installation prices and burdens. Because of this technology's pervasive usage, wireless …
Анализ и оценка угроз безопасности и конфиденциальности в сетях 5G с использованием машинного обучения
НЭ Карпенко, СМ Гомбоев… - ББК 16.8 В74 Вопросы …, 2022 - elibrary.ru
Сети 5G обещают большой скачок благодаря повсеместному подключению, очень
высокоскоростному соединению и чрезвычайно низкой задержке. Ожидается, что сети …
высокоскоростному соединению и чрезвычайно низкой задержке. Ожидается, что сети …
Timely Detection and Adaptive Classification of EMI and IEMI in 5G-Railways Wireless Communications Using Attention-BiLSTM
Railway wireless communications are critical for transmitting train control and dispatch
commands, where high reliability and low latency are essential to ensure operational safety …
commands, where high reliability and low latency are essential to ensure operational safety …
Monitoring building radio frequency activity in order to locate the jamming source position by classification
V Jonathan, M Dufour, N Thouvenin… - … radio frequency activity …, 2023 - hal.science
In this work, we evaluated the performances of different Machine Learning algorithm to
locate the source of a jamming signal in a building. The results presented here are part of a …
locate the source of a jamming signal in a building. The results presented here are part of a …