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  • 标题:Data-driven Shared Steering Control Design for Lane Keeping ⁎
  • 本地全文:下载
  • 作者:Mengzhe Huang ; Weinan Gao ; Yebin Wang
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2018
  • 卷号:51
  • 期号:13
  • 页码:155-160
  • DOI:10.1016/j.ifacol.2018.07.271
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractIn this paper, we propose a shared steering control strategy for semi-autonomous vehicles by taking into account the interaction between the driver and his/her vehicle. The copilot controller cooperates with the driver and help maintain the vehicle in the central position of a lane. Taking advantage of the small-gain theory, the design procedure does not rely on the perfect knowledge of the model and states for the driver. An adaptive dynamic programming method is introduced to develop a shared controller in real-time using online measurable input-output data from vehicle sensors. The efficacy of the proposed shared steering controller is demonstrated by computer-based simulations.
  • 关键词:KeywordsCooperative drivingsteering controlhuman in the loopadaptive dynamic programming (ADP)
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