每年專案
摘要
In recent years, self-driving vehicles have gradually been appearing on the road, but society has also begun to worry about the possibility of accidents caused by the anomaly self-driving system. Many researchers have begun to study the anomaly detection of self-driving vehicles, and each has proposed different detection algorithms. However, since self-driving vehicles are not yet popular, how to collect data, simulate attacks, and verify and compare multiple algorithms is a major obstacle to research. In this regard, we built an Internet of Vehicles platform, VADtalk, that facilitate anomaly detection modeling and deployment for self-driving vehicles. VADtalk contains programs such as anomaly detection model training and vehicle connection. When developers complete model uploading and setting through the GUI, the platform will automatically collect self-driving data, train the model, and even verify the operation of the model using a self-driving simulator, and then provide the results to the developer. After the developer determines the model, VADtalk can connect the trained model with the self-driving vehicle to actually perform real-time anomaly detection on it.
原文 | ???core.languages.en_GB??? |
---|---|
主出版物標題 | 2023 International Wireless Communications and Mobile Computing, IWCMC 2023 |
發行者 | Institute of Electrical and Electronics Engineers Inc. |
頁面 | 733-738 |
頁數 | 6 |
ISBN(電子) | 9798350333398 |
DOIs | |
出版狀態 | 已出版 - 2023 |
事件 | 19th IEEE International Wireless Communications and Mobile Computing Conference, IWCMC 2023 - Hybrid, Marrakesh, Morocco 持續時間: 19 6月 2023 → 23 6月 2023 |
出版系列
名字 | 2023 International Wireless Communications and Mobile Computing, IWCMC 2023 |
---|
???event.eventtypes.event.conference???
???event.eventtypes.event.conference??? | 19th IEEE International Wireless Communications and Mobile Computing Conference, IWCMC 2023 |
---|---|
國家/地區 | Morocco |
城市 | Hybrid, Marrakesh |
期間 | 19/06/23 → 23/06/23 |
指紋
深入研究「VADtalk: An Internet of Vehicles Platform Facilitating Anomaly Detection Modeling and Deployment for Self-Driving Vehicles」主題。共同形成了獨特的指紋。專案
- 1 已完成