Adaptive Patient-Cooperative Control of a Compliant Ankle Rehabilitation Robot (CARR) With Enhanced Training Safety

被引:91
作者
Zhang, Mingming [1 ,2 ]
Xie, Sheng Q. [3 ]
Li, Xiaolong [1 ]
Zhu, Guoli [4 ,5 ]
Meng, Wei [6 ]
Huang, Xiaolin [4 ,5 ]
Veale, Allan J. [7 ]
机构
[1] Tongji Zhejiang Coll, Jiaxing 314051, Peoples R China
[2] Univ Auckland, Dept Mech Engn, Auckland 1010, New Zealand
[3] Univ Leeds, Sch Elect & Elect Engn, Leeds LS2 9JT, W Yorkshire, England
[4] Huazhong Univ Sci & Technol, Sch Mech Sci & Engn, Wuhan 430073, Hubei, Peoples R China
[5] Huazhong Univ Sci & Technol, Tongji Med Coll, Wuhan 430073, Hubei, Peoples R China
[6] Wuhan Univ Technol, Sch Informat Engn, Wuhan 430070, Hubei, Peoples R China
[7] Univ Twente, Dept Biomech Engn, NL-7522 LW Enschede, Netherlands
关键词
Adaptive; patient-cooperative; admittance controller; ankle rehabilitation; robot; safety; PARALLEL ROBOT; PERFORMANCE; NEUROREHABILITATION; STROKE; GAIT; LIMB; TELEREHABILITATION; IMPAIRMENTS; EXOSKELETON; ASSISTANCE;
D O I
10.1109/TIE.2017.2733425
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes a new adaptive patient-cooperative control strategy for improving the effectiveness and safety of robot-assisted ankle rehabilitation. This control strategy has been developed and implemented on a compliant ankle rehabilitation robot (CARR). The CARR is actuated by four Festo Fluidic muscles located to the calf in parallel, has three rotational degrees of freedom. The control scheme consists of a position controller implemented in joint space and a high-level admittance controller in task space. The admittance controller adaptively modifies the predefined trajectory based on real-time ankle measurement, which enhances the training safety of the robot. Experiments were carried out using different modes to validate the proposed control strategy on the CARR. Three training modes include: 1) a passive mode using a joint-space position controller, 2) a patient-robot cooperative mode using a fixed-parameter admittance controller, and 3) a cooperative mode using a variable-parameter admittance controller. Results demonstrate satisfactory trajectory tracking accuracy, even when externally disturbed, with a maximum normalized root mean square deviation less than 5.4%. These experimental findings suggest the potential of this new patient-cooperative control strategy as a safe and engaging control solution for rehabilitation robots.
引用
收藏
页码:1398 / 1407
页数:10
相关论文
共 30 条
[1]   Robot Assisted Gait Training With Active Leg Exoskeleton (ALEX) [J].
Banala, Sai K. ;
Kim, Seok Hun ;
Agrawal, Sunil K. ;
Scholz, John P. .
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2009, 17 (01) :2-8
[2]  
Craig J.J., 2005, INTRO ROBOTICS MECH, V3
[3]   Technical and patient performance using a virtual reality-integrated telerehabilitation system: Preliminary finding [J].
Deutsch, Judith E. ;
Lewis, Jeffrey A. ;
Burdea, Grigore .
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2007, 15 (01) :30-35
[4]  
Emken JL, 2005, INT C REHAB ROBOT, P307
[5]   Ankle Training With a Robotic Device Improves Hemiparetic Gait After a Stroke [J].
Forrester, Larry W. ;
Roy, Anindo ;
Krebs, Hermano Igo ;
Macko, Richard F. .
NEUROREHABILITATION AND NEURAL REPAIR, 2011, 25 (04) :369-377
[6]   A stewart platform-based system for ankle telerehabilitation [J].
Girone, M ;
Burdea, G ;
Bouzit, M ;
Popescu, V ;
Deutsch, JE .
AUTONOMOUS ROBOTS, 2001, 10 (02) :203-212
[7]   Cascade control of a hydraulically driven 6-DOF parallel robot manipulator based on a sliding mode [J].
Guo, HongBo ;
Liu, YongGuang ;
Liu, GuiRong ;
Li, HongRen .
CONTROL ENGINEERING PRACTICE, 2008, 16 (09) :1055-1068
[8]   Adaptive Impedance Control of a Robotic Orthosis for Gait Rehabilitation [J].
Hussain, Shahid ;
Xie, Sheng Q. ;
Jamwal, Prashant K. .
IEEE TRANSACTIONS ON CYBERNETICS, 2013, 43 (03) :1025-1034
[9]   Impedance Control of an Intrinsically Compliant Parallel Ankle Rehabilitation Robot [J].
Jamwal, Prashant K. ;
Hussain, Shahid ;
Ghayesh, Mergen H. ;
Rogozina, Svetlana V. .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2016, 63 (06) :3638-3647
[10]   An Adaptive Wearable Parallel Robot for the Treatment of Ankle Injuries [J].
Jamwal, Prashant K. ;
Xie, Sheng Q. ;
Hussain, Shahid ;
Parsons, John G. .
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2014, 19 (01) :64-75