Human–Robot Interaction Control of Rehabilitation Robots With Series Elastic Actuators

Rehabilitation robots, by necessity, have direct physical interaction with humans. Physical interaction affects the controlled variables and may even cause system instability. Thus, human-robot interaction control design is critical in rehabilitation robotics research. This paper presents an interaction control strategy for a gait rehabilitation robot. The robot is driven by a novel compact series elastic actuator, which provides intrinsic compliance and backdrivablility for safe human-robot interaction. The control design is based on the actuator model with consideration of interaction dynamics. It consists mainly of human interaction compensation, friction compensation, and is enhanced with a disturbance observer. Such a control scheme enables the robot to achieve low output impedance when operating in human-in-charge mode and achieve accurate force tracking when operating in force control mode. Due to the direct physical interaction with humans, the controller design must also meet the stability requirement. A theoretical proof is provided to show the guaranteed stability of the closed-loop system under the proposed controller. The proposed design is verified with an ankle robot in walking experiments. The results can be readily extended to other rehabilitation and assistive robots driven with compliant actuators without much difficulty.

[1]  Frans C. T. van der Helm,et al.  A Series Elastic- and Bowden-Cable-Based Actuation System for Use as Torque Actuator in Exoskeleton-Type Robots , 2006, Int. J. Robotics Res..

[2]  Nitish V. Thakor,et al.  Mechanical design of a portable knee-ankle-foot robot , 2013, 2013 IEEE International Conference on Robotics and Automation.

[3]  Nitish V. Thakor,et al.  A novel compact compliant actuator design for rehabilitation robots , 2013, 2013 IEEE 13th International Conference on Rehabilitation Robotics (ICORR).

[4]  Gordon Wyeth,et al.  Control issues for velocity sourced series elastic actuators , 2006 .

[5]  Joel E. Chestnutt,et al.  The Actuator With Mechanically Adjustable Series Compliance , 2010, IEEE Transactions on Robotics.

[6]  F. Reynard,et al.  The WalkTrainer—A New Generation of Walking Reeducation Device Combining Orthoses and Muscle Stimulation , 2009, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

[7]  Jerry E. Pratt,et al.  The RoboKnee: an exoskeleton for enhancing strength and endurance during walking , 2004, IEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA '04. 2004.

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

[9]  Matthew M. Williamson,et al.  Series elastic actuators , 1995, Proceedings 1995 IEEE/RSJ International Conference on Intelligent Robots and Systems. Human Robot Interaction and Cooperative Robots.

[10]  E. Guglielmelli,et al.  Design and characterization of a compact rotary Series Elastic Actuator for knee assistance during overground walking , 2012, 2012 4th IEEE RAS & EMBS International Conference on Biomedical Robotics and Biomechatronics (BioRob).

[11]  Gill A. Pratt,et al.  Force controllable hydro-elastic actuator , 2000, Proceedings 2000 ICRA. Millennium Conference. IEEE International Conference on Robotics and Automation. Symposia Proceedings (Cat. No.00CH37065).

[12]  Martin Buss,et al.  Compliant actuation of rehabilitation robots , 2008, IEEE Robotics & Automation Magazine.

[13]  Steven Dubowsky,et al.  An Adaptive Shared Control System for an Intelligent Mobility Aid for the Elderly , 2003, Auton. Robots.

[14]  Shahid Hussain,et al.  Adaptive Impedance Control of a Robotic Orthosis for Gait Rehabilitation , 2013, IEEE Transactions on Cybernetics.

[15]  Kyoungchul Kong,et al.  Design and control of an exoskeleton for the elderly and patients , 2006, IEEE/ASME Transactions on Mechatronics.

[16]  William S. Levine,et al.  The Control Handbook , 2005 .

[17]  Jerry Pratt,et al.  Series elastic actuators for high fidelity force control , 2002 .

[18]  David W. Robinson,et al.  Design and analysis of series elasticity in closed-loop actuator force control , 2000 .

[19]  Bruno Dehez,et al.  Variable Stiffness Actuator applied to an active ankle prosthesis: Principle, energy-efficiency, and control , 2012, 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[20]  Nitish V. Thakor,et al.  Control design of a novel compliant actuator for rehabilitation robots , 2013 .

[21]  M. Tomizuka,et al.  A Compact Rotary Series Elastic Actuator for Human Assistive Systems , 2012, IEEE/ASME Transactions on Mechatronics.

[22]  Peter J. Gawthrop,et al.  A nonlinear disturbance observer for robotic manipulators , 2000, IEEE Trans. Ind. Electron..

[23]  F. Blanchini Ultimate boundedness control for uncertain discrete-time systems via set-induced Lyapunov functions , 1994, IEEE Trans. Autom. Control..

[24]  M. Morari,et al.  Robotic Orthosis Lokomat: A Rehabilitation and Research Tool , 2003, Neuromodulation : journal of the International Neuromodulation Society.

[25]  Chi Zhu,et al.  Walking Support and Power Assistance of a Wheelchair Typed Omnidirectional Mobile Robot with Admittance Control , 2011 .

[26]  M. Tomizuka,et al.  Control of Rotary Series Elastic Actuator for Ideal Force-Mode Actuation in Human–Robot Interaction Applications , 2009, IEEE/ASME Transactions on Mechatronics.

[27]  U. Konigorski,et al.  Model based control of series elastic actuators , 2012, 2012 4th IEEE RAS & EMBS International Conference on Biomedical Robotics and Biomechatronics (BioRob).

[28]  Thomas G. Sugar A novel selective compliant actuator , 2002 .

[29]  Shin-ichiroh Yamamoto,et al.  Recent Trends in Lower-Limb Robotic Rehabilitation Orthosis: Control Scheme and Strategy for Pneumatic Muscle Actuated Gait Trainers , 2014, Robotics.

[30]  Martin Buss,et al.  Passive and accurate torque control of series elastic actuators , 2007, 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[31]  Aaron M. Dollar,et al.  Lower Extremity Exoskeletons and Active Orthoses: Challenges and State-of-the-Art , 2008, IEEE Transactions on Robotics.

[32]  V. Dietz,et al.  Treadmill training of paraplegic patients using a robotic orthosis. , 2000, Journal of rehabilitation research and development.

[33]  Hugh M. Herr,et al.  Clutchable series-elastic actuator: Design of a robotic knee prosthesis for minimum energy consumption , 2013, 2013 IEEE 13th International Conference on Rehabilitation Robotics (ICORR).

[34]  Michael A. Peshkin,et al.  A Highly Backdrivable, Lightweight Knee Actuator for Investigating Gait in Stroke , 2009, IEEE Transactions on Robotics.

[35]  G.A. Pratt,et al.  Series elastic actuator development for a biomimetic walking robot , 1999, 1999 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (Cat. No.99TH8399).

[36]  Chi Zhu,et al.  Design and analysis of a novel compact compliant actuator with variable impedance , 2012, 2012 IEEE International Conference on Robotics and Biomimetics (ROBIO).

[37]  Karl Johan Åström,et al.  Control of Systems with Friction , 1998 .

[38]  Bruno Siciliano,et al.  Null-space impedance control with disturbance observer , 2012, 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[39]  Gong Chen,et al.  A review of lower extremity assistive robotic exoskeletons in rehabilitation therapy. , 2013, Critical reviews in biomedical engineering.

[40]  R. Ham,et al.  Compliant actuator designs , 2009, IEEE Robotics & Automation Magazine.