Identification process dedicated to haptic devices

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.

[1]  Margarita Anastassova,et al.  Prototype Evaluation and User-Needs Analysis in the Early Design of Emerging Technologies , 2007, HCI.

[2]  Roope Raisamo,et al.  Testing usability of multimodal applications with visually impaired children , 2006, IEEE MultiMedia.

[3]  Katherine J. Kuchenbecker,et al.  Modeling Induced Master Motion in Force-Reflecting Teleoperation , 2005, Proceedings of the 2005 IEEE International Conference on Robotics and Automation.

[4]  Katherine J. Kuchenbecker,et al.  Improving telerobotic touch via high-frequency acceleration matching , 2006, Proceedings 2006 IEEE International Conference on Robotics and Automation, 2006. ICRA 2006..

[5]  Charlotte Magnusson,et al.  User Evaluations of a Virtual Haptic-Audio Line Drawing Prototype , 2006, HAID.

[6]  Peter J. Huber,et al.  Robust Statistics , 2005, Wiley Series in Probability and Statistics.

[7]  B. Ripley,et al.  Robust Statistics , 2018, Encyclopedia of Mathematical Geosciences.

[8]  Antonio Frisoli,et al.  Experimental identification and evaluation of performance of a 2 DOF haptic display , 2003, 2003 IEEE International Conference on Robotics and Automation (Cat. No.03CH37422).

[9]  Maxime Gautier.  Dynamic identification of robots with power model , 1997, Proceedings of International Conference on Robotics and Automation.

[10]  Stephen A. Brewster,et al.  Editorial: design of haptic user-interfaces and applications , 2005, Virtual Reality.

[11]  Florian Gosselin,et al.  Design of a High Fidelity Haptic Device for Telesurgery , 2005, Proceedings of the 2005 IEEE International Conference on Robotics and Automation.

[12]  Blake Hannaford,et al.  A practical measure of dynamic response of haptic devices , 1998, Proceedings. 1998 IEEE International Conference on Robotics and Automation (Cat. No.98CH36146).

[13]  B. Armstrong-Hélouvry.  Stick slip and control in low-speed motion , 1993, IEEE Trans. Autom. Control..

[14]  J. Edward Colgate,et al.  Passivity of a class of sampled-data systems: Application to haptic interfaces , 1997, J. Field Robotics.

[15]  Maxime Gautier,et al.  Modeling and Identification of a 3 DOF Haptic Interface , 2007, Proceedings 2007 IEEE International Conference on Robotics and Automation.

[16]  Wisama Khalil,et al.  A new geometric notation for open and closed-loop robots , 1986, Proceedings. 1986 IEEE International Conference on Robotics and Automation.

[17]  Katherine J. Kuchenbecker,et al.  Event-Based Haptic Tapping with Grip Force Compensation , 2006, 2006 14th Symposium on Haptic Interfaces for Virtual Environment and Teleoperator Systems.

[18]  K. Boman.  [On cutaneous sensitivity]. , 1960, Duodecim; laaketieteellinen aikakauskirja.

[19]  L. Kaufman,et al.  Handbook of perception and human performance , 1986 .

[20]  John Kenneth Salisbury,et al.  Stability of Haptic Rendering: Discretization, Quantization, Time Delay, and Coulomb Effects , 2006, IEEE Transactions on Robotics.

[21]  Allison M. Okamura,et al.  Friction compensation for a force-feedback telerobotic system , 2006, Proceedings 2006 IEEE International Conference on Robotics and Automation, 2006. ICRA 2006..

[22]  F. Hampel.  A General Qualitative Definition of Robustness , 1971 .

[23]  Maxime Gautier,et al.  Identification of joint stiffness with bandpass filtering , 2001, Proceedings 2001 ICRA. IEEE International Conference on Robotics and Automation (Cat. No.01CH37164).

[24]  Deborah J. Mayhew,et al.  The usability engineering lifecycle , 1999, CHI Extended Abstracts.

[25]  Fabienne Jézéquel,et al.  Dynamical control of converging sequences computation , 2004 .

[26]  J. Edward Colgate,et al.  Haptic interfaces for virtual environment and teleoperator systems , 1995 .

[27]  J. Vignes,et al.  Error Analysis in Computing , 1974, IFIP Congress.

[28]  Allison M. Okamura,et al.  Virtual fixtures for bilateral telemanipulation , 2006 .

[29]  J. Vignes,et al.  Zéro mathématique et zéro informatique , 1986 .

[30]  Hiroo Iwata,et al.  Haptic interfaces , 2002 .