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

Sheng Zhang, Shaobin Wu, Derun Li

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

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.

Original languageEnglish
Title of host publicationICIAI 2021- 5th International Conference on Innovation in Artificial Intelligence
PublisherAssociation for Computing Machinery
Pages228-233
Number of pages6
ISBN (Electronic)9781450388634
DOIs
Publication statusPublished - 5 Mar 2021
Event5th International Conference on Innovation in Artificial Intelligence, ICIAI 2021 - Xiamen, China
Duration: 5 Mar 20218 Mar 2021

Publication series

NameACM International Conference Proceeding Series
VolumePartF171546

Conference

Conference5th International Conference on Innovation in Artificial Intelligence, ICIAI 2021
Country/TerritoryChina
CityXiamen
Period5/03/218/03/21

Keywords

  • Jerk boundary
  • Speed planning
  • Time domain
  • Unmanned ground vehicle

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