[HTML][HTML] Road-Side Unit Anomaly Detection

ML Benzagouta, H Aniss, H Fouchal, NE El Faouzi - Vehicles, 2023 - mdpi.com
Actors of the Cooperative Intelligent Transport Systems (C-ITS) generate various amounts of
data. Useful information on various issues such as anomalies, failures, road profiles, etc …

Real-time road anomaly detection, using an on-board data logger

H Hameed, S Mazhar, N Hassan - 2018 IEEE 87th Vehicular …, 2018 - ieeexplore.ieee.org
This paper attempts to improve real-time detection of Roadway Surface Disruptions (RSDs)
while pointing out the limitations imposed on this application owing to hardware and data …

Real-time sensor anomaly detection and identification in automated vehicles

F Van Wyk, Y Wang, A Khojandi… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Connected and automated vehicles (CAVs) are expected to revolutionize the transportation
industry, mainly through allowing for a real-time and seamless exchange of information …

Anomaly detection on roads using C-ITS messages

JC Moso, R Boutahala, B Leblanc, H Fouchal… - … for Vehicles: 15th …, 2020 - Springer
Abstract Cooperative Intelligent Transport Network is one of the most challenging issue in
networking and computer science. In this area, huge amount of data are exchanged. Smart …

Towards a reliable machine learning-based global misbehavior detection in C–ITS: Model evaluation approach

I Mahmoudi, J Kamel, I Ben-Jemaa, A Kaiser… - Vehicular Ad-hoc …, 2020 - Springer
Global misbehavior detection in Cooperative Intelligent Transport Systems (C–ITS) is carried
out by a central entity named Misbehavior Authority (MA). The detection is based on local …

A taxonomy and analysis of misbehaviour detection in cooperative intelligent transport systems: a systematic review

MA Amanullah, SW Loke, M Baruwal Chhetri… - ACM Computing …, 2023 - dl.acm.org
Cooperative Intelligent Transport Systems (C-ITS) is one of the proposed solutions to
improve the safety and efficiency of road transport. However, C-ITS is prone to …

QDetect: Time series querying based road anomaly detection

Z Zheng, M Zhou, Y Chen, M Huo, L Sun - IEEE Access, 2020 - ieeexplore.ieee.org
Road anomaly detection has attracting increasing attention in recent years due to its
significant role in the public transportation of modern cities. A few methods has been …

A validation tool for cooperative intelligent transport systems

H Fouchal, E Bourdy, G Wilhelm, M Ayaida - Journal of computational …, 2017 - Elsevier
This paper aims to present a set of tools that could be used in order to check the
conformance of an Cooperative-Intelligent Transport System (C-ITS). These tools will …

Detecting vehicle anomaly in the edge via sensor consistency and frequency characteristic

F Guo, Z Wang, S Du, H Li, H Zhu, Q Pei… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Autonomous vehicles are expected to significantly enhance the human mobility. However,
recently researchers have discovered and demonstrated some attacks on vehicles, which …

[PDF][PDF] Opportunities and challenges of cooperative intelligent transportation systems on accident analysis

M Bauder, D Paula, K Böhm, T Kubjatko… - Proceedings of the …, 2022 - researchgate.net
Cooperative Intelligent Transportation Systems (C-ITS) refer to road users and infrastructure
that can communicate with each other and are already deployed in road traffic today. The …