Emergency obstacle avoidance trajectory tracking control based on active disturbance rejection for autonomous vehicles
To solve the problem of understeer and oversteer for autonomous vehicle under high-speed emergency obstacle avoidance conditions, considering the effect of steering angular frequency and vehicle speed on yaw rate for four-wheel steering vehicles in the frequency domain, a feed-forward controller for...
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2020-05-01
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Series: | International Journal of Advanced Robotic Systems |
Online Access: | https://doi.org/10.1177/1729881420921105 |
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doaj-b04c7fd6a6f54a05b0bde9eb93887b8e2020-11-25T03:51:43ZengSAGE PublishingInternational Journal of Advanced Robotic Systems1729-88142020-05-011710.1177/1729881420921105Emergency obstacle avoidance trajectory tracking control based on active disturbance rejection for autonomous vehiclesRunqiao Liu0Minxiang Wei1Nan Sang2 Department of Vehicle Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, People’s Republic of China Department of Vehicle Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, People’s Republic of China Department of Vehicle Engineering, Changzhou Institute of Technology, Changzhou, People’s Republic of ChinaTo solve the problem of understeer and oversteer for autonomous vehicle under high-speed emergency obstacle avoidance conditions, considering the effect of steering angular frequency and vehicle speed on yaw rate for four-wheel steering vehicles in the frequency domain, a feed-forward controller for four-wheel steering autonomous vehicles that tracks the desired yaw rate is proposed. Furthermore, the steering sensitivity coefficient of the vehicle is compensated linearly with the change in the steering angular frequency and vehicle speed. In addition, to minimize the tracking errors caused by vehicle nonlinearity and external disturbances, an active disturbance rejection control feedback controller that tracks the desired lateral displacement and desired yaw angle is designed. Finally, CarSim® obstacle avoidance simulation results show that an autonomous vehicle with the four-wheel steering path tracking controller consisting of feed-forward control and feedback control could not only improve the tire lateral forces but also reduce tail flicking (oversteer) and pushing ahead (understeer) under high-speed emergency obstacle avoidance conditions.https://doi.org/10.1177/1729881420921105 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Runqiao Liu Minxiang Wei Nan Sang |
spellingShingle |
Runqiao Liu Minxiang Wei Nan Sang Emergency obstacle avoidance trajectory tracking control based on active disturbance rejection for autonomous vehicles International Journal of Advanced Robotic Systems |
author_facet |
Runqiao Liu Minxiang Wei Nan Sang |
author_sort |
Runqiao Liu |
title |
Emergency obstacle avoidance trajectory tracking control based on active disturbance rejection for autonomous vehicles |
title_short |
Emergency obstacle avoidance trajectory tracking control based on active disturbance rejection for autonomous vehicles |
title_full |
Emergency obstacle avoidance trajectory tracking control based on active disturbance rejection for autonomous vehicles |
title_fullStr |
Emergency obstacle avoidance trajectory tracking control based on active disturbance rejection for autonomous vehicles |
title_full_unstemmed |
Emergency obstacle avoidance trajectory tracking control based on active disturbance rejection for autonomous vehicles |
title_sort |
emergency obstacle avoidance trajectory tracking control based on active disturbance rejection for autonomous vehicles |
publisher |
SAGE Publishing |
series |
International Journal of Advanced Robotic Systems |
issn |
1729-8814 |
publishDate |
2020-05-01 |
description |
To solve the problem of understeer and oversteer for autonomous vehicle under high-speed emergency obstacle avoidance conditions, considering the effect of steering angular frequency and vehicle speed on yaw rate for four-wheel steering vehicles in the frequency domain, a feed-forward controller for four-wheel steering autonomous vehicles that tracks the desired yaw rate is proposed. Furthermore, the steering sensitivity coefficient of the vehicle is compensated linearly with the change in the steering angular frequency and vehicle speed. In addition, to minimize the tracking errors caused by vehicle nonlinearity and external disturbances, an active disturbance rejection control feedback controller that tracks the desired lateral displacement and desired yaw angle is designed. Finally, CarSim® obstacle avoidance simulation results show that an autonomous vehicle with the four-wheel steering path tracking controller consisting of feed-forward control and feedback control could not only improve the tire lateral forces but also reduce tail flicking (oversteer) and pushing ahead (understeer) under high-speed emergency obstacle avoidance conditions. |
url |
https://doi.org/10.1177/1729881420921105 |
work_keys_str_mv |
AT runqiaoliu emergencyobstacleavoidancetrajectorytrackingcontrolbasedonactivedisturbancerejectionforautonomousvehicles AT minxiangwei emergencyobstacleavoidancetrajectorytrackingcontrolbasedonactivedisturbancerejectionforautonomousvehicles AT nansang emergencyobstacleavoidancetrajectorytrackingcontrolbasedonactivedisturbancerejectionforautonomousvehicles |
_version_ |
1724485986994356224 |