Abstract
In this paper an analytical stability criterion for linear haptic devices is determined, in the presence of the operator. The model of the haptic device and the virtual environment are assumed as mass-damper and spring-damper, respectively. Two different models for operator’s hand are assumed, and the stability boundaries are derived analytically. The main contribution of this paper is the analytical formulation of a closed-form stability equation in the presence of the operator; which can predict the stability boundary with small and even large values of virtual damping and time delay. This closed-form stability criterion can be useful in applications such as haptic rendering of deformable objects using finite element method, where the computational time delay is considerable. The influence of operator’s hand and effective mass on the stability is studied analytically and verified by simulations and experiments on a KUKA Light Weight Robot.













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Abbott, J.J., Okamura, A.M.: Effects of position quantization and sampling rate on virtual-wall passivity. IEEE Trans. Rob. 21(5), 952–964 (2005)
Adams, R.J., Hannaford, B.: Stable haptic interaction with virtual environments. IEEE Trans. Robot. Autom. 15(3), 465–474 (1999)
Barbieri, L., Bruno, F., Gallo, A., Muzzupappa, M., Russo, M.L.: Design, prototyping and testing of a modular small-sized underwater robotic arm controlled through a master-slave approach. Ocean Eng. 158, 253–262 (2018)
Basdogan, C., De, S., Kim, J., Muniyandi, M., Kim, H., Srinivasan, M.A.: Haptics in minimally invasive surgical simulation and training. IEEE Comput. Graphics Appl. 24(2), 56–64 (2004)
Brown, J. M., Colgate, J. E.: Physics-based approach to haptic display. (1994)
Cacioppo, J.T., Priester, J.R., Berntson, G.G.: Rudimentary determinants of attitudes: Ii. arm flexion and extension have differential effects on attitudes. J. Pers. Soc. Psychol. 65(1), 5 (1993)
Cerulo, I., Ficuciello, F., Lippiello, V., Siciliano, B.: Teleoperation of the schunk s5fh under-actuated anthropomorphic hand using human hand motion tracking. Robot. Auton. Syst. 89, 75–84 (2017)
Cheng, L., Tavakoli, M.: A multilateral impedance-controlled system for haptics-enabled surgical training and cooperation in beating-heart surgery. Int. J. Intell. Robot. Appl. 3(3), 314–325 (2019)
Colgate, J. E., Schenkel, G.: Passivity of a class of sampled-data systems: Application to haptic interfaces. In American Control Conference, 1994, vol. 3, pp. 3236–3240, IEEE, (1994)
Dai, X., Zhang, Y., Wang, D.: Maximum virtual stiffness distribution analysis and measurement for haptic device. In ASME 2009 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. pp. 915–921, American Society of Mechanical Engineers, (2009)
Daniel, R., McAree, P.R.: Fundamental limits of performance for force reflecting teleoperation. Int. J. Robot. Res. 17(8), 811–830 (1998)
Diolaiti, N., Niemeyer, G., Barbagli, F., Salisbury, J.K.: Stability of haptic rendering: Discretization, quantization, time delay, and coulomb effects. IEEE Trans. Rob. 22(2), 256–268 (2006)
Dyck, M., Jazayeri, A., Tavakoli, M.: Is the human operator in a teleoperation system passive?. In: World Haptics Conference (WHC), 2013, pp. 683–688, IEEE, (2013)
Fazioli, F., Ficuciello, F., Fontanelli, G. A., Siciliano, B., Villani, L.: Implementation of a soft-rigid collision detection algorithm in an open-source engine for surgical realistic simulation. In 2016 IEEE International Conference on Robotics and Biomimetics (ROBIO), pp. 2204–2208, (2016)
Ficuciello, F., Villani, L., Siciliano, B.: Variable impedance control of redundant manipulators for intuitive human-robot physical interaction. IEEE Trans. Rob. 31(4), 850–863 (2015)
Fontanelli, G. A., Selvaggio, M., Ferro, M., Ficuciello, F., Vendittelli, M., Siciliano, B.: A v-rep simulator for the da vinci research kit robotic platform. In 2018 7th IEEE International Conference on Biomedical Robotics and Biomechatronics (Biorob), pp. 1056–1061, (2018)
Gil, J.J., Avello, A., Rubio, A., Florez, J.: Stability analysis of a 1 dof haptic interface using the routh-hurwitz criterion. IEEE Trans. Control Syst. Technol. 12(4), 583–588 (2004)
Gil, J.J., Sánchez, E., Hulin, T., Preusche, C., Hirzinger, G.: Stability boundary for haptic rendering: influence of damping and delay. J. Comput. Inf. Sci. Eng. 9(1), 011005 (2009)
Hogan, N.: Controlling impedance at the man/machine interface. In Robotics and automation, 1989. Proceedings., 1989 IEEE international conference on, pp. 1626–1631, IEEE, (1989)
Hulin, T., Albu-Schaffer, A., Hirzinger, G.: Passivity and stability boundaries for haptic systems with time delay. IEEE Trans. Control Syst. Technol. 22(4), 1297–1309 (2014)
Karami, A., Sadeghian, H., Keshmiri, M.: Novel approaches to control multiple tasks in redundant manipulators: stability analysis and performance evaluation. Adv. Robot., pp. 1–12, (2018)
Kazerooni, H., Tsay, T.-I., Hollerbach, K.: A controller design framework for telerobotic systems. IEEE Trans. Control Syst. Technol. 1(1), 50–62 (1993)
Kosuge, K., Fujisawa, Y., Fukuda, T.: Mechanical system control with man-machine-environment interactions. In Robotics and Automation, 1993. Proceedings., 1993 IEEE International Conference on, pp. 239–244, IEEE, (1993)
Kuchenbecker, K. J., Park, J. G., Niemeyer, G.: Characterizing the human wrist for improved haptic interaction. In ASME 2003 International Mechanical Engineering Congress and Exposition, pp. 591–598, American Society of Mechanical Engineers, (2003)
Lawrence, D. A., Chapel, J. D.: Performance trade-offs for hand controller design. In Robotics and Automation, 1994. Proceedings., 1994 IEEE International Conference on, pp. 3211–3216, IEEE, (1994)
Lawrence, D.A.: Stability and transparency in bilateral teleoperation. IEEE Trans. Robot. Autom. 9(5), 624–637 (1993)
Mashayekhi, A., Behbahani, S., Ficuciello, F., Siciliano, B.: Analytical stability criterion in haptic rendering: The role of damping. IEEE Transactions on Mechatronics, p. In Press, (2018)
Mashayekhi, A., Behbahani, S., Ficuciello, F., Siciliano, B.: Delay-dependent stability analysis in haptic rendering. J. Intell. Robot. Syst., pp. 1–13, (2019)
Mashayekhi, A., Boozarjomehry, R.B., Nahvi, A., Meghdari, A., Asgari, P.: Improved passivity criterion in haptic rendering: influence of coulomb and viscous friction. Adv. Robot. 28(10), 695–706 (2014)
Mashayekhi, A., Nahvi, A., Yazdani, M., Moghadam, M., Mohammadi Arbabtafti, M., Norouzi, M.: Virsense: a novel haptic device with fixed-base motors and a gravity compensation system. Ind. Robot. 41(1), 37–49 (2014)
Minsky, M., Ming, O.-y., Steele, O., Brooks Jr, F. P., Behensky, M.: Feeling and seeing: issues in force display. In ACM SIGGRAPH Computer Graphics, vol. 24, pp. 235–241, ACM, (1990)
Mussa-Ivaldi, F.A., Hogan, N., Bizzi, E.: Neural, mechanical, and geometric factors subserving arm posture in humans. J. Neurosci. 5(10), 2732–2743 (1985)
Najafi, M., Sharifi, M., Adams, K., Tavakoli, M.: Robotic assistance for children with cerebral palsy based on learning from tele-cooperative demonstration. Int. J. Intell. Robot. Appl. 1(1), 43–54 (2017)
Peng, Y.-C., Carabis, D.S., Wen, J.T.: Collaborative manipulation with multiple dual-arm robots under human guidance. Int. J. Intell. Robot. Appl. 2(2), 252–266 (2018)
Sadeghian, H., Ficuciello, F., Villani, L., Keshmiri, M.: Global impedance control of dual-arm manipulation for safe interaction. in SyRoCo, (2012)
Schreiber, G., Stemmer, A., Bischoff, R.: The fast research interface for the kuka lightweight robot. In IEEE Workshop on Innovative Robot Control Architectures for Demanding (Research) Applications How to Modify and Enhance Commercial Controllers (ICRA 2010), pp. 15–21, Citeseer, (2010)
Speich, J.E., Shao, L., Goldfarb, M.: Modeling the human hand as it interacts with a telemanipulation system. Mechatronics 15(9), 1127–1142 (2005)
Wu, M., He, Y., She, J.-H.: Stability analysis and robust control of time-delay systems. Springer, Berlin (2010)
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Mashayekhi, A., Behbahani, S., Ficuciello, F. et al. Influence of human operator on stability of haptic rendering: a closed-form equation. Int J Intell Robot Appl 4, 403–415 (2020). https://doi.org/10.1007/s41315-020-00131-6
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DOI: https://doi.org/10.1007/s41315-020-00131-6