• DocumentCode
    774345
  • Title

    Robust dynamic experimental identification of robots with set membership uncertainty

  • Author

    Ramdani, Nacim ; Poignet, Philippe

  • Author_Institution
    Centre d´´Etude et Recherche en Thermique, Creteil, France
  • Volume
    10
  • Issue
    2
  • fYear
    2005
  • fDate
    4/1/2005 12:00:00 AM
  • Firstpage
    253
  • Lastpage
    256
  • Abstract
    This paper focuses on robust dynamic identification of robots with set membership uncertainty. The error, taken additive on model output (input motor torque), is only assumed to be bounded. Three bounded-error recursive algorithms are implemented to outer-bound the solution parameter set with ellipsoids or parallelotopes. Experimental results are presented for a two degrees-of-freedom SCARA robot.
  • Keywords
    approximation theory; identification; robot dynamics; bounded-error recursive algorithm; ellipsoidal approximation; experimental robot dynamics; parallelotopic approximation; robust dynamic experimental identification; set membership uncertainty; Frequency estimation; Inverse problems; Linear matrix inequalities; Maximum likelihood estimation; Noise measurement; Parameter estimation; Robots; Robustness; Samarium; Uncertainty; Bounded error context; ellipsoidal approximation; experimental robot dynamics; parallelotopic approximation; set membership identification;
  • fLanguage
    English
  • Journal_Title
    Mechatronics, IEEE/ASME Transactions on
  • Publisher
    ieee
  • ISSN
    1083-4435
  • Type

    jour

  • DOI
    10.1109/TMECH.2005.844703
  • Filename
    1420333