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Lane changing trajectory planning and tracking control for intelligent vehicle on curved road

This paper explores lane changing trajectory planning and tracking control for intelligent vehicle on curved road. A novel arcs trajectory is planned for the desired lane changing trajectory. A kinematic controller and a dynamics controller are designed to implement the trajectory tracking control....

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Detalles Bibliográficos
Autores principales: Wang, Lukun, Zhao, Xiaoying, Su, Hao, Tang, Gongyou
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4956640/
https://www.ncbi.nlm.nih.gov/pubmed/27504248
http://dx.doi.org/10.1186/s40064-016-2806-0
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author Wang, Lukun
Zhao, Xiaoying
Su, Hao
Tang, Gongyou
author_facet Wang, Lukun
Zhao, Xiaoying
Su, Hao
Tang, Gongyou
author_sort Wang, Lukun
collection PubMed
description This paper explores lane changing trajectory planning and tracking control for intelligent vehicle on curved road. A novel arcs trajectory is planned for the desired lane changing trajectory. A kinematic controller and a dynamics controller are designed to implement the trajectory tracking control. Firstly, the kinematic model and dynamics model of intelligent vehicle with non-holonomic constraint are established. Secondly, two constraints of lane changing on curved road in practice (LCCP) are proposed. Thirdly, two arcs with same curvature are constructed for the desired lane changing trajectory. According to the geometrical characteristics of arcs trajectory, equations of desired state can be calculated. Finally, the backstepping method is employed to design a kinematic trajectory tracking controller. Then the sliding-mode dynamics controller is designed to ensure that the motion of the intelligent vehicle can follow the desired velocity generated by kinematic controller. The stability of control system is proved by Lyapunov theory. Computer simulation demonstrates that the desired arcs trajectory and state curves with B-spline optimization can meet the requirements of LCCP constraints and the proposed control schemes can make tracking errors to converge uniformly.
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spelling pubmed-49566402016-08-08 Lane changing trajectory planning and tracking control for intelligent vehicle on curved road Wang, Lukun Zhao, Xiaoying Su, Hao Tang, Gongyou Springerplus Research This paper explores lane changing trajectory planning and tracking control for intelligent vehicle on curved road. A novel arcs trajectory is planned for the desired lane changing trajectory. A kinematic controller and a dynamics controller are designed to implement the trajectory tracking control. Firstly, the kinematic model and dynamics model of intelligent vehicle with non-holonomic constraint are established. Secondly, two constraints of lane changing on curved road in practice (LCCP) are proposed. Thirdly, two arcs with same curvature are constructed for the desired lane changing trajectory. According to the geometrical characteristics of arcs trajectory, equations of desired state can be calculated. Finally, the backstepping method is employed to design a kinematic trajectory tracking controller. Then the sliding-mode dynamics controller is designed to ensure that the motion of the intelligent vehicle can follow the desired velocity generated by kinematic controller. The stability of control system is proved by Lyapunov theory. Computer simulation demonstrates that the desired arcs trajectory and state curves with B-spline optimization can meet the requirements of LCCP constraints and the proposed control schemes can make tracking errors to converge uniformly. Springer International Publishing 2016-07-22 /pmc/articles/PMC4956640/ /pubmed/27504248 http://dx.doi.org/10.1186/s40064-016-2806-0 Text en © The Author(s) 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Research
Wang, Lukun
Zhao, Xiaoying
Su, Hao
Tang, Gongyou
Lane changing trajectory planning and tracking control for intelligent vehicle on curved road
title Lane changing trajectory planning and tracking control for intelligent vehicle on curved road
title_full Lane changing trajectory planning and tracking control for intelligent vehicle on curved road
title_fullStr Lane changing trajectory planning and tracking control for intelligent vehicle on curved road
title_full_unstemmed Lane changing trajectory planning and tracking control for intelligent vehicle on curved road
title_short Lane changing trajectory planning and tracking control for intelligent vehicle on curved road
title_sort lane changing trajectory planning and tracking control for intelligent vehicle on curved road
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4956640/
https://www.ncbi.nlm.nih.gov/pubmed/27504248
http://dx.doi.org/10.1186/s40064-016-2806-0
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