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  • 标题:On the equivalence of forward and inverse IV estimators with application to quadcopter modeling
  • 本地全文:下载
  • 作者:Du Ho ; Martin Enqvist
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2018
  • 卷号:51
  • 期号:15
  • 页码:951-956
  • DOI:10.1016/j.ifacol.2018.09.071
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractThis paper concerns the estimation of a dynamic model from two measured signals when it is not clear which signal should be used as input to the model. In this case, both a forward and an inverse model can be estimated. Here, a basic instrumental variable approach is used and it is shown that the forward and inverse model estimators give identical parameter estimates provided that corresponding model structures have been used. Furthermore, it is shown that this scenario occurs when properties of a quadcopter are estimated from accelerometer and gyro signals and, hence, that it does not matter which signal is used as input.
  • 关键词:Keywordssystem identificationinstrumental variableinverse modelquadcopter
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