Cargando…
Research on automatic emergency steering collision avoidance and stability control of intelligent driving vehicle
In view of the need for emergency steering to avoid collision when the vehicle is in a dangerous scene, and the stability control of the vehicle during collision avoidance. This paper proposes a planning and control framework. A path planner considering the kinematics and dynamics of the vehicle sys...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9988924/ https://www.ncbi.nlm.nih.gov/pubmed/36895824 http://dx.doi.org/10.3389/frobt.2023.1120658 |
_version_ | 1784901672791703552 |
---|---|
author | Liu, Zhaoyong Wen, Gaobo Liu, Wudong Tan, TanXiaoqiang Wu, Guangqiang |
author_facet | Liu, Zhaoyong Wen, Gaobo Liu, Wudong Tan, TanXiaoqiang Wu, Guangqiang |
author_sort | Liu, Zhaoyong |
collection | PubMed |
description | In view of the need for emergency steering to avoid collision when the vehicle is in a dangerous scene, and the stability control of the vehicle during collision avoidance. This paper proposes a planning and control framework. A path planner considering the kinematics and dynamics of the vehicle system is used to formulate the safe driving path under emergency conditions. LQR lateral control algorithm is designed to calculate the output steering wheel angle. On this basis, adaptive MPC control algorithm and four-wheel braking force distribution control algorithm are designed to achieve coordinated control of vehicle driving stability and collision avoidance safety. The simulation results show that the proposed algorithm can complete the steering collision avoidance task quickly and stably. |
format | Online Article Text |
id | pubmed-9988924 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-99889242023-03-08 Research on automatic emergency steering collision avoidance and stability control of intelligent driving vehicle Liu, Zhaoyong Wen, Gaobo Liu, Wudong Tan, TanXiaoqiang Wu, Guangqiang Front Robot AI Robotics and AI In view of the need for emergency steering to avoid collision when the vehicle is in a dangerous scene, and the stability control of the vehicle during collision avoidance. This paper proposes a planning and control framework. A path planner considering the kinematics and dynamics of the vehicle system is used to formulate the safe driving path under emergency conditions. LQR lateral control algorithm is designed to calculate the output steering wheel angle. On this basis, adaptive MPC control algorithm and four-wheel braking force distribution control algorithm are designed to achieve coordinated control of vehicle driving stability and collision avoidance safety. The simulation results show that the proposed algorithm can complete the steering collision avoidance task quickly and stably. Frontiers Media S.A. 2023-02-21 /pmc/articles/PMC9988924/ /pubmed/36895824 http://dx.doi.org/10.3389/frobt.2023.1120658 Text en Copyright © 2023 Liu, Wen, Liu, Tan and Wu. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Robotics and AI Liu, Zhaoyong Wen, Gaobo Liu, Wudong Tan, TanXiaoqiang Wu, Guangqiang Research on automatic emergency steering collision avoidance and stability control of intelligent driving vehicle |
title | Research on automatic emergency steering collision avoidance and stability control of intelligent driving vehicle |
title_full | Research on automatic emergency steering collision avoidance and stability control of intelligent driving vehicle |
title_fullStr | Research on automatic emergency steering collision avoidance and stability control of intelligent driving vehicle |
title_full_unstemmed | Research on automatic emergency steering collision avoidance and stability control of intelligent driving vehicle |
title_short | Research on automatic emergency steering collision avoidance and stability control of intelligent driving vehicle |
title_sort | research on automatic emergency steering collision avoidance and stability control of intelligent driving vehicle |
topic | Robotics and AI |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9988924/ https://www.ncbi.nlm.nih.gov/pubmed/36895824 http://dx.doi.org/10.3389/frobt.2023.1120658 |
work_keys_str_mv | AT liuzhaoyong researchonautomaticemergencysteeringcollisionavoidanceandstabilitycontrolofintelligentdrivingvehicle AT wengaobo researchonautomaticemergencysteeringcollisionavoidanceandstabilitycontrolofintelligentdrivingvehicle AT liuwudong researchonautomaticemergencysteeringcollisionavoidanceandstabilitycontrolofintelligentdrivingvehicle AT tantanxiaoqiang researchonautomaticemergencysteeringcollisionavoidanceandstabilitycontrolofintelligentdrivingvehicle AT wuguangqiang researchonautomaticemergencysteeringcollisionavoidanceandstabilitycontrolofintelligentdrivingvehicle |