Hysteresis Modeling and Compensation for Tendon-Sheath Mechanisms in Robot-Assisted Endoscopic Surgery Based on the Modified Bouc-Wen Model With Decoupled Model Parameters

被引:10
|
作者
Zhang, Zixin [1 ,2 ]
Zhang, Guanghao [1 ]
Wang, Shuxin [1 ]
Shi, Chaoyang [1 ]
机构
[1] Tianjin Univ, Sch Mech Engn, Key Lab Mech Theory & Equipment Design, Minist Educ, Tianjin 300072, Peoples R China
[2] Beijing Inst Mech Equipment, Dept Space Electromech Technol, Beijing 100854, Peoples R China
来源
IEEE TRANSACTIONS ON MEDICAL ROBOTICS AND BIONICS | 2023年 / 5卷 / 02期
基金
中国国家自然科学基金;
关键词
Tendon-sheath mechanism (TSM); natural orifice; transluminal endoscopic surgery (NOTES); feedforward; compensation; robot-assisted endoscopes surgery; TRACKING PERFORMANCES; IDENTIFICATION; DESIGN; SYSTEM; MOTION; JOINT;
D O I
10.1109/TMRB.2023.3249234
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
The tendon-sheath mechanism (TSM) has been widely applied in flexible endoscopy (FE) and natural orifice transluminal endoscopic surgery (NOTES) owing to its advantages of remote force and displacement transmission, size reduction, compactness, and convenient implementation. However, the positioning accuracy of TSMs is highly restrained by the motion hysteresis due to the complex friction condition between the tendon and sheath. The hysteresis phenomenon has posed significant challenges for modeling and controlling TSMs. This paper proposes a modified Bouc-Wen-based mathematical model to characterize the asymmetric hysteresis loop with distinct inflection points. The model parameters are decoupled, facilitating identification and reducing computational costs. Moreover, the model has retained the Bouc-Wen model structure, allowing for efficient derivation of the feedforward compensator based on the inverse multiplicative structure. The compensator was derived and cascaded with the TSM system to suppress the hysteresis phenomenon. Totally 120 trials of experiments were conducted to validate the proposed model and the feedforward control scheme on the two TSMs with different accumulated curvatures of 180 degrees and 360 degrees. The results indicated that the proposed method achieved a 25.5% and 43.9% lower estimation and compensation error than the classical Bouc-Wen model. Further, it is worth noting that the model parameter identification time consumption has been significantly reduced to 5.8ms. The proposed model and the feedforward compensator can effectively linearize the TSM system and further facilitate delicate operations in robot-assisted surgical procedures.
引用
收藏
页码:218 / 229
页数:12
相关论文
共 15 条
  • [1] Dead zone compensation of tendon-sheath actuated rigid-flexible manipulator based on adaptive Bouc-Wen model
    Haozhe Wang
    Xiaopeng Li
    Meng Yin
    Zixu Zhao
    Bingfei Liu
    Journal of the Brazilian Society of Mechanical Sciences and Engineering, 2025, 47 (6)
  • [2] Effect of modified bouc-wen model parameters on the dynamic hysteresis of magnetorheological dampers
    Abdelhamed, M.
    Ata, W. G.
    Salem, A. M.
    Khafagy, A. Z.
    19TH INTERNATIONAL CONFERENCE ON APPLIED MECHANICS AND MECHANICAL ENGINEERING (AMME-19), 2020, 973
  • [3] Hysteresis modelling and feedforward compensation of piezoelectric nanopositioning stage with a modified Bouc-Wen model
    Ming, Min
    Feng, Zhao
    Ling, Jie
    Xiao, Xiao-Hui
    MICRO & NANO LETTERS, 2018, 13 (08): : 1170 - 1174
  • [4] Modeling of Hysteresis Nonlinearity Based on Generalized Bouc-Wen Model for GMA
    Guo, Yongxin
    Mao, Jianqin
    INTELLIGENT ROBOTICS AND APPLICATIONS, PT I, 2010, 6424 : 147 - 158
  • [5] Parameter Identification and Hysteresis Compensation for Piezoelectric Stack Based on Bouc-Wen Model Using Genetic Algorithm
    Zhou, Yijia
    Hu, Jiaming
    Huang, Yonghui
    Li, Xiangmin
    Zhu, Xiaojin
    PROCEEDINGS OF THE 38TH CHINESE CONTROL CONFERENCE (CCC), 2019, : 313 - 317
  • [6] Hysteresis Compensation of Tendon-Sheath Mechanism Using Nonlinear Programming Based on Preisach Model
    Kim, Hongmin
    Kim, Dongchan
    Park, Su Hyeon
    Jin, Sangrok
    IEEE ROBOTICS AND AUTOMATION LETTERS, 2024, 9 (06) : 5246 - 5253
  • [7] Modeling SMA actuated systems based on Bouc-Wen hysteresis model and feed-forward neural network
    Mohsenian, Ali
    Zakerzadeh, Mohammad Reza
    Panahi, Masoud Shariat
    Fakhrzadeh, Alireza
    JOURNAL OF COMPUTATIONAL APPLIED MECHANICS, 2018, 49 (01): : 9 - 17
  • [8] Tracking control of a piezo-actuated compliant mechanism based on an improved Bouc-Wen hysteresis model with variable parameters
    Yu, Longhuan
    Zhang, Xianmin
    Lai, Jianhao
    Fatikow, Sergej
    AIP ADVANCES, 2023, 13 (05)
  • [9] Modeling of Rate-Dependent Hysteresis in Piezoelectric Actuators Using a Hammerstein-Like Structure with a Modified Bouc-Wen Model
    Li, Chun-Xia
    Li, Lin-Lin
    Gu, Guo-Ying
    Zhu, Li-Min
    INTELLIGENT ROBOTICS AND APPLICATIONS, ICIRA 2016, PT I, 2016, 9834 : 672 - 684
  • [10] A novel identification approach of Bouc-Wen model parameter for piezoelectric hysteresis characteristic based on a modified whale optimization algorithm
    Wang, Geng
    Zhou, Yongsheng
    COMPEL-THE INTERNATIONAL JOURNAL FOR COMPUTATION AND MATHEMATICS IN ELECTRICAL AND ELECTRONIC ENGINEERING, 2023, 42 (02) : 620 - 636