Research on Path Planning and Trajectory Tracking of Autonomous Vehicle
DOI: 10.23977/autml.2023.040207 | Downloads: 23 | Views: 422
Author(s)
Yuzou Si 1, Lingwei Zhang 1
Affiliation(s)
1 School of Electrical and Automation Engineering, Nanjing Normal University, Nanjing, 210023, China
Corresponding Author
Lingwei ZhangABSTRACT
With the rapid development of the world economy and science and technology, the intelligent era has kicked off, and the development and application of automatic driving technology has also attracted people's attention. Trajectory planning and tracking control, as the key technologies of autonomous driving, determine the safety and stability of autonomous vehicles during driving. Aiming at the problems of planning safety and control robustness, research on structured road obstacle avoidance trajectory planning and trajectory tracking control algorithm of autonomous vehicles can effectively improve the performance of the obstacle avoidance system of autonomous vehicles. In this paper, the obstacle avoidance path planning problem of autonomous vehicle is studied, and in order to reduce the difficulty of system modeling and improve the controller performance, the trajectory tracking control is decoupled into horizontal control and vertical control, and the research is carried out respectively.
KEYWORDS
Autonomous vehicles; trajectory path planning; tracking controlCITE THIS PAPER
Yuzou Si, Lingwei Zhang, Research on Path Planning and Trajectory Tracking of Autonomous Vehicle. Automation and Machine Learning (2023) Vol. 4: 47-54. DOI: http://dx.doi.org/10.23977/autml.2023.040207.
REFERENCES
[1] Ministry of Public Security of the People's Republic of China. The number of motor vehicles in China exceeded 400 million [EB/OL]. 2022-04-07. (in Chinese)
[2] Chen Jianjian, Gao Hui, Fu Yongmei, et al. Analysis of Intelligent Manufacturing talent Training Strategies in universities under the background of "Made in China 2025" [J]. Heilongjiang Science, 2021, 12(23): 124-125. (in Chinese)
[3] Li Junxiang. Research on Unmanned Vehicle Planning and Vehicle Motion Prediction [D]. Changsha: National University of Defense Technology, 2019. (in Chinese)
[4] Ashraf, Saleem, Ahmed, et al. Cooperative Cruise Controller for Homogeneous and Heterogeneous Vehicle Platoon System [J]. International Journal of Automotive Technology, 2019, 20(6): 1131-1143.
[5] Shi Kaijin. Research on trajectory Planning and Control Method of Intelligent Vehicle Emergency Lane Change Obstacle Avoidance [D]. Zhenjiang: Jiangsu University, 2018.
[6] Kawabata K, Ma L, Xue J, et al. A path generation for automated vehicle based on Bezier curve and via-points [J]. Robotics and Autonomous Systems, 2015, 74(Pt. A): 243-252.
[7] Dixit S, Fallah S, Montanaro U, et al. Trajectory planning and tracking for autonomous overtaking: State-of-the-art and future prospects [J]. Annual Reviews in Control, 2018, 45: 76-86.
[8] Mp A, Sma B. Event-triggered fractional-order sliding mode control technique for stabilization of disturbed quadrotor unmanned aerial vehicles [J]. Aerospace Science and Technology, 2022, 121: 107337.
[9] Li H, Lin X. Robust finite-time fault-tolerant control for dynamic positioning of ships via nonsingular fast integral terminal sliding mode control [J]. Applied Ocean Research, 2022, 122: 103126.
[10] Kotb H, Yakout A H, Attia M A, et al. Speed control and torque ripple minimization of SRM using local unimodal sampling and spotted hyena algorithms based cascaded PID controller [J]. Ain Shams Engineering Journal, 2022, 13(4): 101719.
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