Adaptive control of single rigid robotic manipulators interacting with dynamic environment — An overview

This paper presents the current state of the art in the adaptive control of single rigid robotic manipulators in the constrained motion tasks. A complete mathematical model of a single rigid robotic manipulator in contact with dynamic environment is presented. The basic approaches in deriving the environment model are given. The significance of the dynamic environment in the scope of the stability problem of the whole system robot-dynamic environment is emphasized. A classification of the adaptive contact control concepts in manipulation robotics is presented. The main characteristics of the most important adaptive strategies in constrained manipulation are given. The advantages and the drawbacks of the presented methods are emphasized. The paper covers results published a few years ago, as well as some recent trends in this field. One important result in the stability analysis of robotic manipulators in the constrained motion tasks is reported. Finally, some concluding remarks are given and possible future investigation trends in adaptive control of robotic manipulators are indicated.

[1]  Shaheen Ahmad,et al.  Robust adaptive control of multiple robots in cooperative motion using sigma modification , 1991, Proceedings. 1991 IEEE International Conference on Robotics and Automation.

[2]  Oussama Khatib,et al.  A unified approach for motion and force control of robot manipulators: The operational space formulation , 1987, IEEE J. Robotics Autom..

[3]  Dragan Stokic,et al.  Adaptive Control Algorithms , 1985 .

[4]  S. Sastry Model-Reference Adaptive Control—Stability, Parameter Convergence, and Robustness , 1984 .

[5]  R. Ortega,et al.  Adaptive force control of robot manipulators , 1990 .

[6]  M. M. Bayoumi,et al.  Adaptive control of the multi-arm robotic system , 1989, Proceedings of the 28th IEEE Conference on Decision and Control,.

[7]  Petros A. Ioannou,et al.  Instability analysis and robust adaptive control of robotic manipulators , 1989, IEEE Trans. Robotics Autom..

[8]  Michael W. Walker,et al.  Adaptive coordinated motion control of two manipulator arms , 1989, Proceedings, 1989 International Conference on Robotics and Automation.

[9]  Michael W. Walker,et al.  Adaptive control of manipulators containing closed kinematic loops , 1990, IEEE Trans. Robotics Autom..

[10]  Yaobin Chen,et al.  Adaptive Model-Reference Position Control of Dual-Arm Manipulators , 1991 .

[11]  Yuri Ekalo,et al.  New approach to control of robotic manipulators interacting with dynamic environment , 1996, Robotica.

[12]  Weiping Li,et al.  Adaptive strategies in constrained manipulation , 1987, Proceedings. 1987 IEEE International Conference on Robotics and Automation.

[13]  Thomas B. Sheridan,et al.  Robust compliant motion for manipulators, part I: The fundamental concepts of compliant motion , 1986, IEEE J. Robotics Autom..

[14]  Danwei Wang,et al.  Robust motion and force control of robot manipulators in the presence of environmental constraint uncertainties , 1992, [1992] Proceedings of the 31st IEEE Conference on Decision and Control.

[15]  Yunhui Liu,et al.  Model-based adaptive hybrid control for geometrically constrained robots , 1993, [1993] Proceedings IEEE International Conference on Robotics and Automation.

[16]  Miomir Vukobratovic,et al.  Robust and adaptive position/force stabilization of robotic manipulators in contact tasks , 1993, Robotica.

[17]  Yun-Hui Liu,et al.  Adaptive control for holonomically constrained robots: time-invariant and time-variant cases , 1995, Proceedings of 1995 IEEE International Conference on Robotics and Automation.

[18]  M. Vukobratović,et al.  An Approach to Direct and Indirect Adaptive Control of Robotic Manipulators , 1985 .

[19]  Jean-Jacques E. Slotine,et al.  Robot analysis and control , 1988, Autom..

[20]  Andrew A. Goldenberg,et al.  Force and position control of manipulators during constrained motion tasks , 1989, IEEE Trans. Robotics Autom..

[21]  Tsuneo Yoshikawa,et al.  Dynamic hybrid position/force control of robot manipulators-controller design and experiment , 1987, IEEE J. Robotics Autom..

[22]  G. Goodwin,et al.  Adaptive computed torque control for rigid link manipulators , 1986, 1986 25th IEEE Conference on Decision and Control.

[23]  Rogelio Lozano,et al.  Technical Notes and Correspondence Adaptive Hybrid Force-Position Control for Redundant Manipulators , 1992 .

[24]  A. D. Luca,et al.  On the modeling of robots in contact with a dynamic environment , 1991 .

[25]  Masayoshi Tomizuka,et al.  Adaptive Control of Robot Manipulators in Constrained Motion , 1993, 1993 American Control Conference.

[26]  M. Vukobratovi,et al.  Paper: An approach to adaptive control of robotic manipulators , 1985 .

[27]  Takeo Kanade,et al.  Parameter identification of robot dynamics , 1985, 1985 24th IEEE Conference on Decision and Control.

[28]  I. H. Mufti Model Reference Adaptive Control for Manipulators–A Review , 1985 .

[29]  Ph. D. Nenad Kirćanski,et al.  Non-Adaptive and Adaptive Control of Manipulation Robots , 1985, Communications and Control Engineering Series.

[30]  A. A. Goldenberg,et al.  An Adaptive Approach to Motion and Force Control of Multiple Coordinated Robots , 1993 .

[31]  A. Koivo,et al.  Adaptive position-velocity-force control of two manipulators , 1985, 1985 24th IEEE Conference on Decision and Control.

[32]  John J. Craig,et al.  Hybrid position/force control of manipulators , 1981 .

[33]  Romeo Ortega,et al.  On adaptive impedance control of robot manipulators , 1989, Proceedings, 1989 International Conference on Robotics and Automation.

[34]  N. H. McClamroch,et al.  Feedback stabilization and tracking of constrained robots , 1988 .

[35]  Max Q.-H. Meng,et al.  Impedance control with adaptation for robotic manipulations , 1991, IEEE Trans. Robotics Autom..

[36]  Weiping Li,et al.  Composite adaptive control of robot manipulators , 1989, Autom..

[37]  Steven Dubowsky,et al.  The application of model-referenced adaptive control to robotic manipulators , 1979 .

[38]  J. Slotine,et al.  On the Adaptive Control of Robot Manipulators , 1987 .

[39]  Jun Hu,et al.  Adaptive position/force control of robot manipulators without velocity measurements , 1995, Proceedings of 1995 IEEE International Conference on Robotics and Automation.

[40]  Li-Chen Fu,et al.  Efficient adaptive hybrid control strategies for robots in constrained manipulation , 1991, Proceedings. 1991 IEEE International Conference on Robotics and Automation.

[41]  Masayoshi Tomizuka,et al.  Adaptive coordinated control of multiple manipulators handling a constrained object , 1993, [1993] Proceedings IEEE International Conference on Robotics and Automation.

[42]  Toshio Fukuda,et al.  Adaptive force control of manipulators with consideration of object dynamics , 1987, Proceedings. 1987 IEEE International Conference on Robotics and Automation.

[43]  Joseph Duffy,et al.  The fallacy of modern hybrid control theory that is based on "orthogonal complements" of twist and wrench spaces , 1990, J. Field Robotics.

[44]  Roberto Horowitz,et al.  Stability analysis of an adaptive controller for robotic manipulators , 1987, Proceedings. 1987 IEEE International Conference on Robotics and Automation.

[45]  Mark E. Pittelkau Adaptive load-sharing force control for two-arm manipulators , 1988, Proceedings. 1988 IEEE International Conference on Robotics and Automation.

[46]  Miomir Vukobratovic,et al.  Contact control concepts in manipulation robotics-an overview , 1994, IEEE Trans. Ind. Electron..

[47]  B. Yao,et al.  VSC coordinated control of two manipulator arms in the presence of environmental constraints , 1992 .

[48]  Li-Chen Fu,et al.  An adaptive control scheme for coordinated multimanipulator systems , 1993, IEEE Trans. Robotics Autom..

[49]  Ping Hsu Adaptive coordination of a multiple manipulator system , 1993, [1993] Proceedings IEEE International Conference on Robotics and Automation.

[50]  Martin Damm Realisation of an adaptive real-time joint controller for a closely coupled two-arm manipulator system , 1993, [1993] Proceedings IEEE International Conference on Robotics and Automation.

[51]  Ten-Huei Guo,et al.  Adaptive linear controller for robotic manipulators , 1983 .

[52]  S. Shankar Sastry,et al.  Adaptive Control of Mechanical Manipulators , 1987 .

[53]  Masayoshi Tomizuka,et al.  Robust adaptive constrained motion and force control of manipulators with guaranteed transient performance , 1995, Proceedings of 1995 IEEE International Conference on Robotics and Automation.

[54]  Neville Hogan,et al.  Impedance Control: An Approach to Manipulation: Part I—Theory , 1985 .

[55]  Miomir Vukobratovic,et al.  Quality of stabilization of robot interacting with dynamic environment , 1995, J. Intell. Robotic Syst..

[56]  Andrew A. Goldenberg,et al.  An adaptive approach to constrained robot motion control , 1995, Proceedings of 1995 IEEE International Conference on Robotics and Automation.

[57]  Romeo Ortega,et al.  Adaptive motion control of rigid robots: a tutorial , 1988, Proceedings of the 27th IEEE Conference on Decision and Control.