Title :
Identification process dedicated to haptic devices
Author :
Janot, A. ; Anastassova, M. ; Vandanjon, P.O. ; Gautier, M.
Author_Institution :
Inst. de Recherche en Commun. et en Cybernetique de Nante, Nantes
fDate :
Oct. 29 2007-Nov. 2 2007
Abstract :
The haptic interfaces aim at the user´s immersion in virtual environments through the stimulation of the haptic sense. Most devices consist of an articulated mechanical structure introducing distortions between the operator and the explored world. This distortion must be identified in order to assess the quality of the interface. The least-squares (LS) regressions are often used because of their simplicity. However, if the identification process takes place when the device is controlled by feedback, then the LS estimator is biased. To verify the reliability of the results, the bias of the estimator must be evaluated. This paper deals with this issue and introduces the design and the application of a derivate of the CESTAC method.
Keywords :
distortion; haptic interfaces; least squares approximations; regression analysis; distortions; haptic devices; haptic interfaces; least-squares regressions; Communities; Feedback; Haptic interfaces; Intelligent robots; Nonlinear distortion; Notice of Violation; Robustness; Statistical analysis; USA Councils; Virtual environment;
Conference_Titel :
Intelligent Robots and Systems, 2007. IROS 2007. IEEE/RSJ International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-0912-9
Electronic_ISBN :
978-1-4244-0912-9
DOI :
10.1109/IROS.2007.4399129