TY - JOUR
T1 - Trajectory planning and tracking for four-wheel steering vehicle based on differential flatness and active disturbance rejection controller
AU - Xia, Yuanqing
AU - Lin, Min
AU - Zhang, Jinhui
AU - Fu, Mengyin
AU - Li, Chunming
AU - Li, Shengfei
AU - Yang, Yi
N1 - Publisher Copyright:
© 2021 John Wiley & Sons Ltd.
PY - 2021/11
Y1 - 2021/11
N2 - To address the difficulties of under-actuation, nonlinearity, strong coupling, disturbances and measurement noise in four-wheel steering (4WS) vehicle tracking control, this paper presents an innovative control strategy based on differential flatness and linear active disturbance rejection controller (LADRC). The flatness property of 4WS vehicle is derived from a simplified dynamic model that ignores some complicated dynamics and external disturbances. The impact of these neglected components on the system is treated as part of the total-disturbance, which is estimated by the observer and compensated by LADRC. Three flatness-based control schemes, including feedback linearization controller with PID corrective term, traditional LADRC and LADRC with robust generalized proportional integral observer (RGPIO), are designed and investigated in this paper. Moreover, an overtaking scenario is selected as an application example for the tracking controllers, and the corresponding trajectory planner is designed. The tracking performances of these schemes for the overtaking trajectory are simulated on a three-degree-of-freedom dynamic model and a more complete dynamic model of the 4WS vehicle, respectively. Results show the effectiveness of these schemes, especially the excellent tracking performance of LADRC with RGPIO in the presence of strong external disturbances and measurement noise.
AB - To address the difficulties of under-actuation, nonlinearity, strong coupling, disturbances and measurement noise in four-wheel steering (4WS) vehicle tracking control, this paper presents an innovative control strategy based on differential flatness and linear active disturbance rejection controller (LADRC). The flatness property of 4WS vehicle is derived from a simplified dynamic model that ignores some complicated dynamics and external disturbances. The impact of these neglected components on the system is treated as part of the total-disturbance, which is estimated by the observer and compensated by LADRC. Three flatness-based control schemes, including feedback linearization controller with PID corrective term, traditional LADRC and LADRC with robust generalized proportional integral observer (RGPIO), are designed and investigated in this paper. Moreover, an overtaking scenario is selected as an application example for the tracking controllers, and the corresponding trajectory planner is designed. The tracking performances of these schemes for the overtaking trajectory are simulated on a three-degree-of-freedom dynamic model and a more complete dynamic model of the 4WS vehicle, respectively. Results show the effectiveness of these schemes, especially the excellent tracking performance of LADRC with RGPIO in the presence of strong external disturbances and measurement noise.
KW - differential flatness
KW - four-wheel steering vehicle
KW - linear active disturbance rejection controller
KW - robust generalized proportional integral observer
KW - trajectory planning and tracking
UR - http://www.scopus.com/inward/record.url?scp=85112368730&partnerID=8YFLogxK
U2 - 10.1002/acs.3315
DO - 10.1002/acs.3315
M3 - Article
AN - SCOPUS:85112368730
SN - 0890-6327
VL - 35
SP - 2214
EP - 2244
JO - International Journal of Adaptive Control and Signal Processing
JF - International Journal of Adaptive Control and Signal Processing
IS - 11
ER -