Hysteresis Compensation of Tendon-Sheath Mechanism Using Nonlinear Programming Based on Preisach Model

被引:0
|
作者
Kim, Hongmin [1 ]
Kim, Dongchan [2 ]
Park, Su Hyeon [3 ]
Jin, Sangrok [3 ]
机构
[1] Massachusetts Inst Technol MIT, Dept Mech Engn, Cambridge, MA 02139 USA
[2] Korea Adv Inst Sci & Technol KAIST, Dept Mech Engn, Daejeon 34141, South Korea
[3] Pusan Natl Univ, Dept Mech Engn, Busan 43241, South Korea
基金
新加坡国家研究基金会;
关键词
Flexible endoscopic systems; hysteresis compensa- tion; nonlinear programming; Preisach hysteresis model; tendon sheath mechanism; DRIVEN;
D O I
10.1109/LRA.2024.3390539
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
Tendon sheath mechanism (TSM) is an essential mechanical element for the implementation of flexible endoscopic systems owing to its small volume and simple structure. However, nonlinear characteristics, such as backlash, hysteresis and friction occur when employing such a component. In this study, we formulate a Preisach hysteresis model consisting of elementary hysteresis operators. Subsequently, we propose a compensation algorithm that repeatedly and sequentially solves a nonlinear optimization problem online, producing an inverse control signal for the desired output at every time step, compensating the nonlinear effects of TSM. The results indicate that the presented model and control scheme are promising for motion control in any application utilizing TSM.
引用
收藏
页码:5246 / 5253
页数:8
相关论文
共 44 条
  • [1] Recurrent Neural Network With Preisach Model for Configuration-Specific Hysteresis Modeling of Tendon-Sheath Mechanism
    Kim, Dongchan
    Kim, Hongmin
    Jin, Sangrok
    IEEE ROBOTICS AND AUTOMATION LETTERS, 2022, 7 (02): : 2763 - 2770
  • [2] Hysteresis modeling and position control of tendon-sheath mechanism in flexible endoscopic systems
    Do, T. N.
    Tjahjowidodo, T.
    Lau, M. W. S.
    Yamamoto, T.
    Phee, S. J.
    MECHATRONICS, 2014, 24 (01) : 12 - 22
  • [3] Modeling and Compensation of Stiffness-Dependent Hysteresis for Stiffness-Tunable Tendon-Sheath Mechanism in Flexible Endoscopic Robots
    Gao, Huxin
    Hao, Ruoyi
    Yang, Xiaoxiao
    Li, Changsheng
    Zhang, Zedong
    Zuo, Xiuli
    Li, Yanqing
    Ren, Hongliang
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2024, 71 (08) : 9328 - 9338
  • [4] Flexible Membrane Wing Warping Using Tendon-Sheath Mechanism
    Lee, Shian
    Tjahjowidodo, Tegoeh
    Moon, Seung Ki
    2015 23RD MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED), 2015, : 624 - 629
  • [5] Active Data-Driven Model and Robust Control Scheme for Twisted Tendon-Sheath Hysteresis System Using Koopman Operator
    Wang, Xiangyu
    Fang, Yongchun
    Han, Jianda
    Yu, Ningbo
    IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2025, 22 : 5526 - 5538
  • [6] Modeling Backlash-Like Hysteresis and Feedforward Control of Tendon-Sheath Mechanism Pair with Arbitrary Shape: Excluding Distal Sensory Input
    Hong, Junho
    Hong, Daehie
    Kim, Chanwoo
    Won, Seong Hyeon
    JOURNAL OF MECHANISMS AND ROBOTICS-TRANSACTIONS OF THE ASME, 2025, 17 (05):
  • [7] Compensation of Hysteresis Nonlinearity in Magnetostrictive Actuators With Inverse Multiplicative Structure for Preisach Model
    Li, Zhi
    Su, Chun-Yi
    Chai, Tianyou
    IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2014, 11 (02) : 613 - 619
  • [8] Feedforward nonlinear PID control of a novel micromanipulator using Preisach hysteresis compensator
    Tang, Hui
    Li, Yangmin
    ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2015, 34 : 124 - 132
  • [9] Adaptive control for enhancing tracking performances of flexible tendon-sheath mechanism in natural orifice transluminal endoscopic surgery (NOTES)
    Do, T. N.
    Tjahjowidodo, T.
    Lau, M. W. S.
    Phee, S. J.
    MECHATRONICS, 2015, 28 : 67 - 78
  • [10] Inverse Transmission Model and Compensation Control of a Single-Tendon-Sheath Actuator
    Chen, Lin
    Wang, Xingsong
    Xu, W. L.
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2014, 61 (03) : 1424 - 1433