Comparison of SMC and PID Controllers for Pneumatically Powered Knee Orthosis

被引:7
作者
Ashmi, M. [1 ]
Anila, M. [2 ]
Sivanandan, K. S. [3 ]
机构
[1] Natl Inst Technol Calicut, Dept Elect Engn, Kozhikode, Kerala, India
[2] Fed Inst Sci & Technol, Dept Elect & Instrumentat, Angamaly, Kerala, India
[3] Manipal Acad Higher Educ, Dept Biomed Engn, Manipal, Karnataka, India
关键词
Rehabilitation; Orthosis; SMC; PID Controller; Lagrange Euler method; SLIDING-MODE CONTROL; MUSCLE ACTUATORS; TRACKING CONTROL; DESIGN; DRIVEN; FORCE;
D O I
10.1007/s40313-021-00775-0
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The study aims in the design and implementation of suitable controllers for the knee joint of a pneumatically actuated orthosis, which is intended for rehabilitation and assistive purposes. Pneumatically powered orthosis, when compared with electrically driven orthosis, is lightweight in structure and also cost-effective. The knee and hip joints of the orthosis should follow the desired angle trajectory so that subject can move and stabilize efficiently. The role of controllers is crucial for the effective functioning of the limb to achieve the desired angle and velocity. Controllers like SMC and PID are integrated in the driving mechanism of the limb, and the characteristics are determined. The gain constants of proportional-integral-derivative controller (PID) are tuned manually to get the optimal response. Sliding mode control (SMC), basically a nonlinear control method is implemented for better performance. The prototype of below hip orthosis is fabricated, and the kinematic equations of the system are determined which is used to choose the optimum trajectory for the knee joints. The dynamics of the system are determined using Lagrange Euler Method, and the actuator torque required for both the joints is calculated. The performance of both controllers is compared, and SMC controller proved to be efficient in tracking the different types of reference inputs of the pneumatic assistive limb.
引用
收藏
页码:1153 / 1163
页数:11
相关论文
共 31 条
[21]  
Slotine J.-J. E., 1991, Applied nonlinear control
[22]   Force and Stiffness Backstepping-Sliding Mode Controller for Pneumatic Cylinders [J].
Taheri, Behzad ;
Case, David ;
Richer, Edmond .
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2014, 19 (06) :1799-1809
[23]   Multiple-surface sliding controller design for pneumatic servo systems [J].
Tsai, Yi-Chang ;
Huang, An-Chyau .
MECHATRONICS, 2008, 18 (09) :506-512
[24]  
Tseles D., 2017, INT J COMPUT APPL, V975, P8887
[25]  
Ulkir Osman., 2018, 2018 ELECT ELECT COM, P1
[26]   Accurate position control of a pneumatic actuator using on/off solenoid valves [J].
vanVarseveld, RB ;
Bone, GM .
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 1997, 2 (03) :195-204
[27]  
Winter DA., 2009, Biomechanics and motor control of human movement, VFourth, DOI [DOI 10.29057/XIKUA.V1I1.1175, DOI 10.1002/9780470549148]
[28]  
Wolbrecht Eric T, 2006, Conf Proc IEEE Eng Med Biol Soc, V2006, P2687
[29]  
Xie Hualong, 2015, International Journal of Bioautomation, V19, P95
[30]   Tracking control of pneumatic artificial muscle actuators based on sliding mode and non-linear disturbance observer [J].
Xing, K. ;
Huang, J. ;
Wang, Y. ;
Wu, J. ;
Xu, Q. ;
He, J. .
IET CONTROL THEORY AND APPLICATIONS, 2010, 4 (10) :2058-2070