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  • 标题:Linear vs Nonlinear MPC for Trajectory Tracking Applied to Rotary Wing Micro Aerial Vehicles
  • 本地全文:下载
  • 作者:Mina Kamel ; Michael Burri ; Roland Siegwart
  • 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:3463-3469
  • DOI:10.1016/j.ifacol.2017.08.849
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractPrecise trajectory tracking is a crucial property for Micro Air Vehicles (MAVs) to operate in cluttered environment or under disturbances. In this paper we present a detailed comparison between two state-of-the-art model-based control techniques for MAV trajectory tracking. A classical Linear Model Predictive Controller (LMPC) is presented and compared against a more advanced Nonlinear Model Predictive Controller (NMPC) that considers the full system model. In a careful analysis we show the advantages and disadvantages of the two implementations in terms of speed and tracking performance. This is achieved by evaluating hovering performance, step response, and aggressive trajectory tracking under nominal conditions and under external wind disturbances.
  • 关键词:KeywordsUAVsPredictive ControlTrajectory TrackingPath FollowingReal-time control
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