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Vehicle Steering System Analysis for Enhanced Path Tracking of Autonomous Vehicles

자율주행 경로 추종 성능 개선을 위한 차량 조향 시스템 특성 분석

  • 김창희 (서울대학교 기계항공공학부) ;
  • 이동필 (서울대학교 기계항공공학부) ;
  • 이경수 (서울대학교 기계항공공학부)
  • Received : 2019.11.26
  • Accepted : 2020.03.04
  • Published : 2020.06.30

Abstract

This paper presents steering system requirements to ensure the stabilized lateral control of autonomous driving vehicles. The two main objectives of a lateral controller in autonomous vehicles are maintenance of vehicle stability and tracking of the desired path. Even if the desired steering angle is immediately determined by the upper level controller, the overall controller performance is greatly influenced by the specification of steering system actuators. Since one of the major inescapable traits that affects controller performance is the time delay of the steering actuator, our work is mainly focused on finding adequate parameters of high level control algorithm to compensate these response characteristics and guarantee vehicle stability. Actual vehicle steering angle response was obtained with Electric Power Steering (EPS) actuator test subject to various longitudinal velocity. Steering input and output response analysis was performed via MATLAB system identification toolbox. The use of system identification is advantageous since the transfer function of the system is conveniently obtained compared with methods that require actual mathematical modeling of the system. Simulation results of full vehicle model suggest that the obtained tuning parameter yields reduced oscillation and lateral error compared with other cases, thus enhancing path tracking performance.

Keywords

References

  1. Jung, C. H., Kim, H. K., Son, Y. S., Lee, K. W., and Yi, K. S., 2014, "Parameter Adaptive Steering Control for Autonomous Driving", 2014 IEEE 17th International Conference on Intelligent Transportation Systems (ITSC), pp. 1462-1467.
  2. 조아라, 정용환, 임형호, 이경수, 2019, "자율주행 버스의 종방향 제어를 위한 질량 및 종 경사 추정기 개발", 2019 한국자동차안전학회 춘계학술대회.
  3. Snider, J. M., 2009, "Automatic Steering Methods for Autonomous Automobile Path Tracking", Carnegie Mellon University, Pittsburgh, Pennsylvania.
  4. Lee, D. P. and Yi, K. S., 2017, "Disturbance Adaptive Steering Wheel Torque Control for Enhanced Path Tracking of Autonomous Vehicles", 2017 American Control Conference (ACC), pp. 2321-2326.
  5. Heredia, G. and Ollero, A., 2007, "Stability of Autonomous Vehicle Path Tracking with Pure Delays in the Control Loop", Advanced Robotics, Vol. 21, No. 1-2, pp. 23-50. https://doi.org/10.1163/156855307779293715
  6. Chae, H. S., Lee, M. S. and Yi, K. S., 2017, "Probabilistic prediction based automated driving motion planning algorithm for lane change", 2017 17th International Conference on Control, Automation and Systems (ICCAS), pp. 1640-1645.