LQR-MPC-Based Trajectory-Tracking Controller of Autonomous Vehicle Subject to Coupling Effects and Driving State Uncertainties
This paper presents a lateral and longitudinal coupling controller for a trajectory-tracking control system. The proposed controller can simultaneously minimize lateral tracking deviation while tracking the desired trajectory and vehicle speed. Firstly, we propose a hierarchical control structure co...
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| Vydané v: | Sensors (Basel, Switzerland) Ročník 22; číslo 15; s. 5556 |
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| Abstract | This paper presents a lateral and longitudinal coupling controller for a trajectory-tracking control system. The proposed controller can simultaneously minimize lateral tracking deviation while tracking the desired trajectory and vehicle speed. Firstly, we propose a hierarchical control structure composed of upper and lower-level controllers. In the upper-level controller, the linear quadratic regulator (LQR) controller is designed to compute the desired front wheel steering angle for minimizing the lateral tracking deviation, and the model-predictive controller is developed to compute the desired acceleration for maintaining the planed vehicle speed. The lower-level controller enables the achievement of the desired steering angle and acceleration via the corresponding component devices. Furthermore, an observer based on the Extended Kalman Filter (EKF) is proposed to update the vehicle driving states, which are sensitive to the trajectory-tracking control and difficult to measure directly using the existing vehicle sensors. Finally, the Co-simulation (CarSim-MATLAB/Simulink) results demonstrate that the proposed coupling controller is able to robustly realize the trajectory tracking control and can effectively reduce the lateral tracking error. |
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| AbstractList | This paper presents a lateral and longitudinal coupling controller for a trajectory-tracking control system. The proposed controller can simultaneously minimize lateral tracking deviation while tracking the desired trajectory and vehicle speed. Firstly, we propose a hierarchical control structure composed of upper and lower-level controllers. In the upper-level controller, the linear quadratic regulator (LQR) controller is designed to compute the desired front wheel steering angle for minimizing the lateral tracking deviation, and the model-predictive controller is developed to compute the desired acceleration for maintaining the planed vehicle speed. The lower-level controller enables the achievement of the desired steering angle and acceleration via the corresponding component devices. Furthermore, an observer based on the Extended Kalman Filter (EKF) is proposed to update the vehicle driving states, which are sensitive to the trajectory-tracking control and difficult to measure directly using the existing vehicle sensors. Finally, the Co-simulation (CarSim-MATLAB/Simulink) results demonstrate that the proposed coupling controller is able to robustly realize the trajectory tracking control and can effectively reduce the lateral tracking error. This paper presents a lateral and longitudinal coupling controller for a trajectory-tracking control system. The proposed controller can simultaneously minimize lateral tracking deviation while tracking the desired trajectory and vehicle speed. Firstly, we propose a hierarchical control structure composed of upper and lower-level controllers. In the upper-level controller, the linear quadratic regulator (LQR) controller is designed to compute the desired front wheel steering angle for minimizing the lateral tracking deviation, and the model-predictive controller is developed to compute the desired acceleration for maintaining the planed vehicle speed. The lower-level controller enables the achievement of the desired steering angle and acceleration via the corresponding component devices. Furthermore, an observer based on the Extended Kalman Filter (EKF) is proposed to update the vehicle driving states, which are sensitive to the trajectory-tracking control and difficult to measure directly using the existing vehicle sensors. Finally, the Co-simulation (CarSim-MATLAB/Simulink) results demonstrate that the proposed coupling controller is able to robustly realize the trajectory tracking control and can effectively reduce the lateral tracking error.This paper presents a lateral and longitudinal coupling controller for a trajectory-tracking control system. The proposed controller can simultaneously minimize lateral tracking deviation while tracking the desired trajectory and vehicle speed. Firstly, we propose a hierarchical control structure composed of upper and lower-level controllers. In the upper-level controller, the linear quadratic regulator (LQR) controller is designed to compute the desired front wheel steering angle for minimizing the lateral tracking deviation, and the model-predictive controller is developed to compute the desired acceleration for maintaining the planed vehicle speed. The lower-level controller enables the achievement of the desired steering angle and acceleration via the corresponding component devices. Furthermore, an observer based on the Extended Kalman Filter (EKF) is proposed to update the vehicle driving states, which are sensitive to the trajectory-tracking control and difficult to measure directly using the existing vehicle sensors. Finally, the Co-simulation (CarSim-MATLAB/Simulink) results demonstrate that the proposed coupling controller is able to robustly realize the trajectory tracking control and can effectively reduce the lateral tracking error. |
| Author | Zhao, Rongchen Yuan, Tengfei |
| AuthorAffiliation | School of Mechanical and Electrical Engineering, Guizhou Normal University, Guizhou 550025, China; yuantengfei@gznu.edu.cn |
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| Author_xml | – sequence: 1 givenname: Tengfei surname: Yuan fullname: Yuan, Tengfei – sequence: 2 givenname: Rongchen surname: Zhao fullname: Zhao, Rongchen |
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| Cites_doi | 10.1017/S0373463316000655 10.1109/TVT.2018.2816936 10.1016/j.ymssp.2016.03.003 10.3390/s21237839 10.1016/j.isatra.2016.04.019 10.1017/S0373463321000370 10.1016/j.isatra.2021.12.022 10.1109/TITS.2019.2918176 10.1080/00423114.2015.1055279 10.1177/1687814015578361 10.1109/TITS.2005.848359 10.1016/j.automatica.2014.10.128 10.1016/j.ymssp.2020.107238 10.1590/1679-78251365 10.1115/1.2899250 10.1016/j.jfranklin.2016.01.005 10.1109/TSMC.2018.2867807 10.1016/j.conengprac.2019.05.001 10.1109/ACCESS.2020.3038050 10.3233/ICA-2007-14104 10.1109/TITS.2015.2486815 10.1201/9781003210900-17 10.1109/ACCESS.2020.3002814 10.1109/ITSC.2017.8317800 10.1007/978-1-4614-1433-9_2 10.3390/act10090228 10.1021/ie300415d |
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| References | Zhang (ref_6) 2021; 150 Yang (ref_24) 2017; 70 Cheng (ref_27) 2019; 21 Tao (ref_26) 2021; 74 Zhou (ref_29) 2005; 6 Yu (ref_22) 2015; 7 Yue (ref_33) 2018; 50 ref_14 ref_10 ref_32 ref_17 Goodarzi (ref_13) 2008; 222 ref_16 Chebly (ref_1) 2019; 88 ref_15 Schneider (ref_31) 2013; 52 Tavan (ref_18) 2015; 12 Yin (ref_3) 2020; 8 Tagne (ref_5) 2015; 17 Kapania (ref_30) 2015; 53 Meshginqalam (ref_9) 2020; 8 ref_25 Zhou (ref_8) 2018; 67 (ref_19) 1994; 116 Mayne (ref_11) 2014; 50 Zhu (ref_12) 2017; 87 ref_21 Khooban (ref_7) 2016; 64 ref_20 ref_2 Liu (ref_23) 2016; 353 ref_28 Solea (ref_4) 2007; 14 |
| References_xml | – volume: 70 start-page: 411 year: 2017 ident: ref_24 article-title: Comparison of Unscented and Extended Kalman filters with application in vehicle navigation publication-title: J. Navig. doi: 10.1017/S0373463316000655 – volume: 67 start-page: 3782 year: 2018 ident: ref_8 article-title: Coordinated longitudinal and lateral motion control for four wheel independent motor-drive electric vehicle publication-title: IEEE Trans. Veh. Technol. doi: 10.1109/TVT.2018.2816936 – volume: 87 start-page: 138 year: 2017 ident: ref_12 article-title: A model predictive speed tracking control approach for autonomous ground vehicles publication-title: Mech. Syst. Signal Process. doi: 10.1016/j.ymssp.2016.03.003 – ident: ref_15 doi: 10.3390/s21237839 – volume: 64 start-page: 231 year: 2016 ident: ref_7 article-title: T–S fuzzy model predictive speed control of electrical vehicles publication-title: ISA Trans. doi: 10.1016/j.isatra.2016.04.019 – ident: ref_32 – volume: 74 start-page: 1142 year: 2021 ident: ref_26 article-title: Comparative evaluation of Kalman filters and motion models in vehicular state estimation and path prediction publication-title: J. Navig. doi: 10.1017/S0373463321000370 – ident: ref_10 doi: 10.1016/j.isatra.2021.12.022 – volume: 21 start-page: 2376 year: 2019 ident: ref_27 article-title: Longitudinal collision avoidance and lateral stability adaptive control system based on MPC of autonomous vehicles publication-title: IEEE Trans. Intell. Transp. Syst. doi: 10.1109/TITS.2019.2918176 – volume: 53 start-page: 1687 year: 2015 ident: ref_30 article-title: Design of a feedback-feedforward steering controller for accurate path tracking and stability at the limits of handling publication-title: Veh. Syst. Dyn. doi: 10.1080/00423114.2015.1055279 – volume: 7 start-page: 1687814015578361 year: 2015 ident: ref_22 article-title: A model predictive control approach combined unscented Kalman filter vehicle state estimation in intelligent vehicle trajectory tracking publication-title: Adv. Mech. Eng. doi: 10.1177/1687814015578361 – volume: 6 start-page: 229 year: 2005 ident: ref_29 article-title: Range policy of adaptive cruise control vehicles for improved flow stability and string stability publication-title: IEEE Trans. Intell. Transp. Syst. doi: 10.1109/TITS.2005.848359 – volume: 50 start-page: 2967 year: 2014 ident: ref_11 article-title: Model predictive control: Recent developments and future promise publication-title: Automatica doi: 10.1016/j.automatica.2014.10.128 – volume: 150 start-page: 107238 year: 2021 ident: ref_6 article-title: A robust lateral tracking control strategy for autonomous driving vehicles publication-title: Mech. Syst. Signal Processing doi: 10.1016/j.ymssp.2020.107238 – ident: ref_14 – volume: 12 start-page: 1006 year: 2015 ident: ref_18 article-title: An optimal integrated longitudinal and lateral dynamic controller development for vehicle path tracking publication-title: Lat. Am. J. Solids Struct. doi: 10.1590/1679-78251365 – volume: 116 start-page: 542 year: 1994 ident: ref_19 article-title: A novel PID configuration for speed and position control publication-title: J. Dyn. Syst. Meas. Control. doi: 10.1115/1.2899250 – volume: 353 start-page: 834 year: 2016 ident: ref_23 article-title: Vehicle state estimation based on minimum model error criterion combining with extended Kalman filter publication-title: J. Frankl. Inst. doi: 10.1016/j.jfranklin.2016.01.005 – volume: 50 start-page: 5180 year: 2018 ident: ref_33 article-title: Robust tube-based model predictive control for lane change maneuver of tractor-trailer vehicles based on a polynomial trajectory publication-title: IEEE Trans. Syst. Man Cybern. Syst. doi: 10.1109/TSMC.2018.2867807 – ident: ref_21 – volume: 88 start-page: 79 year: 2019 ident: ref_1 article-title: Coupled longitudinal/lateral controllers for autonomous vehicles navigation, with experimental validation publication-title: Control Eng. Pract. doi: 10.1016/j.conengprac.2019.05.001 – volume: 8 start-page: 206559 year: 2020 ident: ref_9 article-title: Two-Level MPC Speed Profile Optimization of Autonomous Electric Vehicles Considering Detailed Internal and External Losses publication-title: IEEE Access doi: 10.1109/ACCESS.2020.3038050 – ident: ref_25 – volume: 14 start-page: 33 year: 2007 ident: ref_4 article-title: Trajectory planning and sliding-mode control based trajectory-tracking for cybercars publication-title: Integr. Comput.-Aided Eng. doi: 10.3233/ICA-2007-14104 – volume: 17 start-page: 796 year: 2015 ident: ref_5 article-title: Design and comparison of robust nonlinear controllers for the lateral dynamics of intelligent vehicles publication-title: IEEE Trans. Intell. Transp. Syst. doi: 10.1109/TITS.2015.2486815 – ident: ref_2 doi: 10.1201/9781003210900-17 – volume: 8 start-page: 113021 year: 2020 ident: ref_3 article-title: Trajectory tracking based on adaptive sliding mode control for agricultural tractor publication-title: IEEE Access doi: 10.1109/ACCESS.2020.3002814 – ident: ref_17 doi: 10.1109/ITSC.2017.8317800 – ident: ref_28 doi: 10.1007/978-1-4614-1433-9_2 – volume: 222 start-page: 189 year: 2008 ident: ref_13 article-title: Automatic path control based on integrated steering and external yaw-moment control publication-title: Proc. Inst. Mech. Eng. Part K J. Multi-Body Dyn. – ident: ref_16 doi: 10.3390/act10090228 – ident: ref_20 – volume: 52 start-page: 3354 year: 2013 ident: ref_31 article-title: How to not make the extended Kalman filter fail publication-title: Ind. Eng. Chem. Res. doi: 10.1021/ie300415d |
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| SubjectTerms | Accuracy Autonomous vehicles Control algorithms Controllers Design Extended Kalman Filter (EKF) observer lateral and longitudinal coupling control Robust control Sensors trajectory tracking Velocity |
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