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The Stanley Control Algorithm Based on Preview Time
ZHAO Qi, XU Chang, JI Chenyu, YANG Feng, LIU Dong, LIU Liang
Automobile Applied Technology
2024, 49 (19):
22-28.
DOI: 10.16638/j.cnki.1671-7988.2024.019.005
The Stanley algorithm, which utilizes the front wheel center as the error reference point, Stanley-real vehicle" in hardware simulation and real vehicle test results, the overall error of the "preview-Stanley" algorithm is smaller than that of the Stanley algorithm; On the other hand, by comparing the lateral errors of "preview-Stanley-simulation" and "preview-Stanley-real vehicle", the accuracy and fidelity of the created hardware-in-the-loop system are verified. lacks the human-like forward-looking driving characteristic, resulting in frequent directional corrections. Furthermore, the current autonomous driving simulation methodologies and platforms are limited in their fidelity, making it difficult to effectively validate the practical impact of algorithm improvements. In this paper, a "preview-Stanley" control algorithm combining the optimal preview theory and Stanley control algorithm is proposed. Firstly, a virtual integrated navigation module and a vehicle controller area network (CAN) communication module are created based on Carla simulation platform. Then, the simulation platform of the autopilot domain controller-in-the-loop is built, and the "preview-Stanley" algorithm is deployed in the autopilot domain controller and testedin-the-loop. Finally, the real vehicle test under the real physical scene is verified. The results show that, on the one hand, by comparing the lateral errors of "Stanley-real vehicle" and "preview-
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