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  • 标题:Model Predictive Control of an autonomous wheelchair
  • 本地全文:下载
  • 作者:Eugenio Ceravolo ; Mauro Gabellone ; Marcello Farina
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2017
  • 卷号:50
  • 期号:1
  • 页码:9821-9826
  • DOI:10.1016/j.ifacol.2017.08.894
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractThis paper presents the development of a MPC architecture for an autonomous wheelchair, that aims at reaching a desired goal while considering physical actuator limitations, obstacle avoidance and comfort constraints. The controller has been designed in such a way that it can be easily applied to an existing commercial wheelchair, without the need for a redesign of the on-board motor controllers. Moreover, thanks to the introduction of an inner feedback linearizing loop, a linear MPC has been considered, allowing for an efficient real-time implementation of the control system. The experimental results show the effectiveness of the proposal, and demonstrate that MPC can be considered a promising control approach to develop autonomous vehicles.
  • 关键词:KeywordsAutonomous wheelchairmodel predictive controlobstacle avoidance
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