journal article·2019-03-04Open access

Research on Control of Intelligent Vehicle Human-Simulated Steering System Based on HSIC

Haobin Jiang, Huan Tian, Yiding Hua, Bin Tang

Applied Sciences· Volume 9· Issue 5

Abstract

The experienced drivers with good driving skills are used as objects of learning, and road steering test data of skilled drivers are collected in this article. First, a nonlinear fitting was made to the driving trajectory of skilled driver in order to achieve human-simulated control. The segmental polynomial expression was solved for two typical steering conditions of normal right-steering and U-turn, and the hp adaptive pseudo-spectral method was used to solve the connection problem of the vehicle segmental driving trajectory. Second, a new Electric Power Steering (EPS) system was proposed, and the intelligent vehicle human-simulated steering system control model based on human simulated intelligent control (HSIC) was established in Simulink/Carsim joint simulation environment to simulate and analyze. Finally, in order to further verify the effectiveness of the proposed algorithm in this article, an intelligent vehicle steering system test bench with a steering resistance torque simulation device was built, and the dSPACE rapid prototype controller was used to realize human-simulated intelligent control law. The results show that the human-simulated steering control algorithm is superior to the traditional proportion integration differentiation (PID) control in the tracking effect of the steering characteristic parameters and passenger comfort. The steering wheel angle and torque can better track the angle and torque variation curve of real vehicle steering experiment of the skilled driver, and the effectiveness of the intelligent vehicle human-simulated steering control algorithm based on HSIC proposed in this article is verified.
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Research context

OpenAlex topics: Vehicle Dynamics and Control Systems · Simulation and Modeling Applications · Autonomous Vehicle Technology and Safety

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

School of Automotive and Traffic Engineering, Jiangsu University, Zhenjiang 212013, China

China Automotive Research (Tianjin) Automotive Engineering Research Institute Co., Ltd., Tianjin 300300, China

School of Mechanical Engineering, Tianjin University, Tianjin 300072, China

Automotive Engineering Research Institute, Jiangsu University, Zhenjiang 212013, China

Funding

The National Natural Science Fund

References (17)

Show source-provided references
1. Felipe, J. (2018). Chapter 8–Automated Driving. Intelligent Vehicles, Enabling Technologies and Future Developments.
2. Review and Outlook of the Driver Model in Intelligent Vehicle Design
3. Autonomous vehicles: Theoretical and practical challenges10.1016/j.trpro.2018.10.103 ↗
4. Geng, G.Q., Wu, Z., Jiang, H., Sun, L., and Duan, C. (2018). Study on Path Planning Method for Imitating The Lane-Changing Operation of Excellent Drivers. Appl. Sci., 8.10.3390/app8050814 ↗
5. The Argo autonomous vehicle’s vision and control systems
6. Vehicle control algorithm for cooperative driving with automated vehicles and intervehicle communications10.1109/TITS.2002.802929 ↗
7. Study on coordinated longitudinal and lateral control of intelligent vehicles using backstepping variable control
8. Collaborative design of a motion control system for intelligent vehicles
9. A Study on Lateral Control Method for the Path Tracking of Intelligent Vehicles
10. Lane-change fuzzy control in autonomous vehicle for the overtaking maneuver10.1109/TITS.2008.922880 ↗
11. Vibration Attenuation of Magneto rheological Landing Gear System with Human Simulated Intelligent Control
12. Human simulated intelligent control of vehicle suspension system with MR dampers10.1016/j.jsv.2008.06.047 ↗
13. Intelligent Integration between Human Simulated Intelligence and Expert Control Technology for the Combustion Process of Gas Heating Furnace
14. An hp-adaptive pseudo spectral method for solving optimal control problems10.1002/oca.957 ↗
15. Modelling and Position Control of an Electric Power Steering System10.1016/j.ifacol.2016.08.047 ↗
16. Modeling and Simulation of Electric Power Steering System
17. Design of the Auto Electric Power Steering System Controller10.1016/j.proeng.2012.01.466 ↗