A Speed Planning Method Based on Time Domain of Unmanned Ground Vehicle

Sheng Zhang, Shaobin Wu, Derun Li

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Speed planning ensures safety and ride comfort, and gives a reasonable driving speed for unmanned ground vehicles. Most velocity planning methods based on arc-length of a given local path are inconvenient when considering comfort constraints such as jerk and safe constraints such as lateral acceleration. In this paper, an innovative method is proposed to establish a speed curve model of multiple segment quadratic curves with respect to time domain, and the adjustment method which is dividing quadratic curves units and preinstalling jerk of local velocity curves under the constraint of different velocity correlation variables is described. In practice, the velocity profile satisfying the constraint is obtained through three steps. The first is multiple iterations which are necessary to change the speed profile. The second is jerk boundary adjustment including safety and comfort. The third step is assigning the velocity value to each point of the local path. Furthermore, Simulation result of unmanned vehicle road entrance ramp merging scenario shows the effectiveness of the proposed method through presetting driving conditions and constraints.

源语言英语
主期刊名ICIAI 2021- 5th International Conference on Innovation in Artificial Intelligence
出版商Association for Computing Machinery
228-233
页数6
ISBN(电子版)9781450388634
DOI
出版状态已出版 - 5 3月 2021
活动5th International Conference on Innovation in Artificial Intelligence, ICIAI 2021 - Xiamen, 中国
期限: 5 3月 20218 3月 2021

出版系列

姓名ACM International Conference Proceeding Series
PartF171546

会议

会议5th International Conference on Innovation in Artificial Intelligence, ICIAI 2021
国家/地区中国
Xiamen
时期5/03/218/03/21

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