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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...

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Autores principales: Liu, Zhaoyong, Wen, Gaobo, Liu, Wudong, Tan, TanXiaoqiang, Wu, Guangqiang
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
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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.
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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
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