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Experimental studies of adaptive manipulator control

  • Section 1: Control
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Experimental Robotics I

Part of the book series: Lecture Notes in Control and Information Sciences ((LNCIS,volume 139))

Abstract

Effective adaptive controller designs potentially combine high-speed and high-precision in robot manipulation, and furthermore can considerably simplify high-level programming by providing consistent performance in the face of large variations in loads or tasks. Previously, a simple, globally tracking-convergent, direct adaptive manipulator controller was derived and demonstrated experimentally. It was then further refined into a “composite” version, whose adaptation law is driven by both tracking error in joint motion and prediction error in joint torques, and therefore represents a combination of a direct and an indirect approach. An effective implementation for multi degrees-of-freedom manipulators was later achieved by developing appropriate recursive algorithms for both joint-space and direct cartesian space control. This paper summarizes the implementation and gives experimental results, performed on a 4-degrees-of-freedom articulated robot arm, verifying the performance of the controller.

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References

  • An, C.H., Atkeson, C.G. and Hollerbach, J.M., 1985. Estimation of inertial parameters of rigid body links of manipulators, I.E.E.E. Conf. Decision and Control, Fort Lauderdale.

    Google Scholar 

  • Asada, H., and Slotine, J.J.E., 1986. Robot Analysis and Control, Wiley.

    Google Scholar 

  • Baillieul, J., 1985. Kinematic Programming Alternatives for Redundant Manipulators, IEEE Int. Conf. on Robotics and Automation, St. Louis

    Google Scholar 

  • Baker, D.R., and Wampler, C.W.,II, 1988. On the Inverse Kinematics of Redundant Manipulators, Int. J. Robotics Res., Vol. 7, No.2

    Google Scholar 

  • Bayard, D.S., and Wen, J.T., 1987. Simple Adaptive Control Laws for Robotic Manipulators, Proceedings of the Fifth Yale Workshop on the Applications of Adaptive Systems Theory.

    Google Scholar 

  • Craig, J.J., Hsu, P. and Sastry, S., 1986. Adaptive Control of Mechanical Manipulators, I.E.E.E. Int. Conf. Robotics and Automation, San Francisco.

    Google Scholar 

  • Featherstone, R., 1987. Robot Dynamics Algorithms, Kluwer Academic Publishers.

    Google Scholar 

  • Hsu, P., Sastry, S., Bodson, M. and Paden, B. 1987. Adaptive Identification and Control of Manipulators Without Joint Acceleration Measurements, I.E.E.E. Int. Conf. Robotics and Automation, Raleigh, NC.

    Google Scholar 

  • Khosla, P., and Kanade, T., 1985. Parameter Identification of Robot Dynamics, I.E.E.E. Conf. Decision and Control, Fort Lauderdale.

    Google Scholar 

  • Koditschek, D.E., 1987. Adaptive Techniques for Mechanical Systems, Proceedings of the Fifth Yale Workshop on the Applications of Adaptive Systems Theory.

    Google Scholar 

  • Landau, I., and Horowitz, R., 1988. I.E.E.E. Int. Conf. Robotics and Automation, Philadelphia, PA.

    Google Scholar 

  • Li, W. and Slotine, J.J.E. 1987. Parameter Estimation Strategies for Robotic Applications. A.S.M.E. Winter Annual Meeting, Boston, MA.

    Google Scholar 

  • Li, W. and Slotine, J.J.E. 1988a. Indirect Adaptive Robot Control, 5th I.E.E.E. Int. Conf. Robotics and Automation, Philadelphia, PA.

    Google Scholar 

  • Mayeda, H., Yoshida, K., and Osuka, K., 1988. Base Parameters of Manipulator Dynamic Models, 5th I.E.E.E. Int. Conf. Robotics and Automation, Philadelphia, PA.

    Google Scholar 

  • Middleton, R.H. and Goodwin, G.C., 1986. Adaptive Computed Torque Control for Rigid Link Manipulators, 25th I.E.E.E. Conf. on Dec. and Contr., Athens, Greece.

    Google Scholar 

  • Narashimhan, S., Siegel, D., and Hollerbach, J., 1988. I.E.E.E. Int. Conf. Robotics and Automation, Philadelphia, PA.

    Google Scholar 

  • Niemeyer, G., and Slotine, J.J.E., 1988. Performance in Adaptive Manipulator Control, I.E.E.E. Conf. on Decision and Control, Austin, TX.

    Google Scholar 

  • Niemeyer, G., and Slotine, J.J.E., 1989. Computational Algorithms for Adaptive Compliant Motion, I.E.E.E. Int. Conf. Robotics and Automation, Scottsdale, AZ.

    Google Scholar 

  • Ortega, R., and Spong, M., 1988. I.E.E.E. Int. Conf. Decision and Control, Austin, TX.

    Google Scholar 

  • Sadegh, N., and Horowitz, R., 1987. Stability Analysis of an Adaptive Controller for Robotic Manipulators. I.E.E.E. Int. Conf. Robotics and Automation, Raleigh, NC.

    Google Scholar 

  • Salisbury, J.K., et al., 1988. Preliminary Design of a Whole-Arm Manipulator System, I.E.E.E. Int. Conf. Robotics and Automation, Philadelphia, PA.

    Google Scholar 

  • Slotine, J.J.E., and Li, W., 1986. On The Adaptive Control of Robot Manipulators, A.S.M.E. Winter Annual Meeting, Anaheim, CA.

    Google Scholar 

  • Slotine, J.J.E., and Li, W., 1987a. On the Adaptive Control of Robot Manipulators, Int. J. Robotics Res., vol. No.3

    Google Scholar 

  • Slotine, J.J.E., and Li, W., 1987b. Adaptive Robot Control, A Case Study, I.E.E.E. Int. Conf. Robotics and Automation, Raleigh, NC.

    Google Scholar 

  • Slotine, J.J.E., and Li, W., 1987c. Adaptive Strategies in Constrained Manipulation, I.E.E.E. Int. Conf. Robotics and Automation, Raleigh, NC.

    Google Scholar 

  • Slotine, J.J.E. and Li, W., 1987d. Theoretical Issues In Adaptive Manipulator Control. In the Proceedings of the Fifth Yale Workshop on Applications of Adaptive Systems Theory.

    Google Scholar 

  • Slotine, J.J.E. and Li, W., 1987e. Adaptive Robot Control — A New Perspective, I.E.E.E. Conf. Decision and Control L.A., CA.

    Google Scholar 

  • Slotine, J.J.E., and Li, W., 1988a. Adaptive Manipulator Control: A Case Study, I.E.E.E. Trans. Autom. Control, 33, 11.

    Google Scholar 

  • Slotine, J.J.E., and Li, W., 1988b. Composite Adaptive Robot Control, MIT-NSL-880501, submitted to Automatica.

    Google Scholar 

  • Slotine, J.J.E., and Ydtsie, B.E., 1988. Control of Nonlinear Chemical Processes: A Physically-Motivated Approach, submitted to Automatica.

    Google Scholar 

  • Townsend, W., 1988. "The Effect of Transmission Design on Force-Controlled Manipulator Performance", Ph.D. Thesis, M.I.T., Department of Mechanical Engineering.

    Google Scholar 

  • Walker, M.W., 1988. An Efficient Algorithm for the Adaptive Control of a Manipulator, 5th I.E.E.E. Int. Conf. Robotics and Automation, Philadelphia, PA.

    Google Scholar 

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Vincent Hayward Oussama Khatib

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© 1990 Springer-Verlag

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Niemeyer, G., Slotine, JJ.E. (1990). Experimental studies of adaptive manipulator control. In: Hayward, V., Khatib, O. (eds) Experimental Robotics I. Lecture Notes in Control and Information Sciences, vol 139. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0042519

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  • DOI: https://doi.org/10.1007/BFb0042519

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-52182-2

  • Online ISBN: 978-3-540-46917-9

  • eBook Packages: Springer Book Archive

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