Path tracking control for 4WISV based on kinematic inversion and improved LADRC
Taking the strong coupling characteristic between 4WISV’s lateral and yaw motion and the time-delay characteristic of the steering system into consideration can greatly improve the path-tracking accuracy of the Four-Wheel-Independent-Steering Vehicle (4WISV). However, most conventional control methods failed to fully analyze the kinematic relationship between path points and the vehicle and neglected the effect of the steering time-delay characteristic, which limits the improvement of 4WISV’s path-tracking accuracy. This article designs a kind of hierarchical path-tracking strategy (HPTS) and proposes the steering discrete time-delay model with the relaxation factor to solve the problems above. Specifically, the HPTS includes the tracking-motion control layer and the actuator regulating layer. The first layer introduces “kinematic inversion” in mechanics into path-tracking modeling to solve the desired motion commands by using the MPC controller. The second layer, considering the ramp convergence time-delay characteristic of the steering motor, is proposed to follow the motion commands from the first layer by using the improved LADRC controller. Ultimately, the real-time performance and the effectiveness of the HPTS are verified by the simulation and experimental platform. The results show that the HPTS proposed can improve 4WISV’s path-tracking accuracy (the lateral deviation reduced by 28.5% at least) while ensuring driving stability.
Authors
- Liyuan Liu (ORCID: https://orcid.org/0009-0006-0903-1438)
- Honglin Zhu (ORCID: https://orcid.org/0009-0001-2051-1823)
- Haibo Huang (ORCID: https://orcid.org/0000-0001-8051-165X)
- Mingliang Yang (ORCID: https://orcid.org/0000-0002-7934-955X)
- Weiping Ding (ORCID: https://orcid.org/0000-0002-8072-9007)
- Rongchuan Xiong
Institutions
- Sichuan Research Center of New Materials (CN)
- Southwest Jiaotong University (CN)
Publication Details
- Journal
- Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering
- Published
- 2025-11-05
- DOI
- https://doi.org/10.1177/09544070251370949
- Primary Topic
- Vehicle Dynamics and Control Systems
- Type
- article
- Field-Weighted Citation Impact
- 0.00