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
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