Autonomous Vehicle following System in Off-road Environment

Shuaicong Yang, Mengyin Fu, Yi Yang*, Di Tang, Wenjie Song, Man Zhang

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

1 引用 (Scopus)

摘要

To solve the problem of vehicle formation transportation in off-road environment, we design an autonomous vehicle following control system based on detection, realizing vehicle following on muddy bumpy and crooked roads with a maximum speed of 35 km/h. First, the detection algorithm of multi-sensor fusion is applied to detecting and tracking the guiding vehicle. Then an anti-interference feedback controller is designed for speed tracking and an emergency braking algorithm is designed to improve the safety of emergency. A lateral controller according to kinematic model is designed for lateral tracking. Furthermore, the robustness and adaptability of the proposed method are validated by joint simulations of Carsim and MATLAB/Simulink. Finally, the system is deployed on an electric unmanned vehicle to realize vehicle autonomous following with a maximum speed of 35 km/h on a 3.6 km stretch of road with bump, muddy and continuous curves. The results demonstrate the accuracy of detection and the stability of the tracking.

源语言英语
主期刊名Proceedings of 2020 3rd International Conference on Unmanned Systems, ICUS 2020
出版商Institute of Electrical and Electronics Engineers Inc.
1173-1179
页数7
ISBN(电子版)9781728180250
DOI
出版状态已出版 - 27 11月 2020
活动3rd International Conference on Unmanned Systems, ICUS 2020 - Harbin, 中国
期限: 27 11月 202028 11月 2020

出版系列

姓名Proceedings of 2020 3rd International Conference on Unmanned Systems, ICUS 2020

会议

会议3rd International Conference on Unmanned Systems, ICUS 2020
国家/地区中国
Harbin
时期27/11/2028/11/20

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