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文章基本信息

  • 标题:Experimental Validation of Vehicle Velocity, Attitude and IMU Bias Estimation
  • 本地全文:下载
  • 作者:Wouter J. Scholte ; Vicent Rodrigo Marco ; Henk Nijmeijer
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2019
  • 卷号:52
  • 期号:8
  • 页码:118-123
  • DOI:10.1016/j.ifacol.2019.08.058
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractThis paper proposes an estimation method for the three dimensional velocity, and the roll and pitch angles of a land vehicle. The usage of low-cost sensors is required for applications in production vehicles. The proposed estimation method uses a low-cost inertial measurement unit (IMU) of which the biases are estimated. A nonlinear system is used to create an observer for simultaneous state and parameter estimation. Experimental results show the potential of this approach in a real world environment.
  • 关键词:KeywordsAutonomous vehiclesState estimationParameter estimationSensor fusionInertial measurement unitsMotion estimation
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