Development of an Active Cable-Driven, Force-Controlled Robotic System for Walking Rehabilitation

被引:5
|
作者
Fang, Juan [1 ]
Haldimann, Michael [1 ]
Marchal-Crespo, Laura [2 ,3 ]
Hunt, Kenneth J. [1 ]
机构
[1] Bern Univ Appl Sci, Div Mech Engn, Dept Engn & Informat Technol, Inst Rehabil & Performance Technol, Burgdorf, Switzerland
[2] Delft Univ Technol, Dept Cognit Robot, Delft, Netherlands
[3] Univ Bern, ARTORG Ctr Biomed Engn Res, Motor Learning & Neurorehabil Lab, Bern, Switzerland
关键词
cable-driven robots; force control; dynamic modeling; frequency-domain analysis; velocity compensation; rehabilitation robotic systems;
D O I
10.3389/fnbot.2021.651177
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In a parallel development to traditional rigid rehabilitation robotic systems, cable-driven systems are becoming popular. The robowalk expander product uses passive elastic bands in the training of the lower limbs. However, a well-controlled assistance or resistance is desirable for effective walking relearning and muscle training. To achieve well-controlled force during locomotion training with the robowalk expander, we replaced the elastic bands with actuator-driven cables and implemented force control algorithms for regulation of cable tensions. The aim of this work was to develop an active cable-driven robotic system, and to evaluate force control strategies for walking rehabilitation using frequency-domain analysis. The system parameters were determined through experiment-assisted simulation. Then force-feedback lead controllers were developed for static force tracking, and velocity-feedforward lead compensators were implemented to reduce velocity-related disturbances during walking. The technical evaluation of the active cable-driven robotic system showed that force-feedback lead controllers produced satisfactory force tracking in the static tests with a mean error of 5.5%, but in the dynamic tests, a mean error of 13.2% was observed. Further implementation of the velocity-feedforward lead compensators reduced the force tracking error to 9% in dynamic tests. With the combined control algorithms, the active cable-driven robotic system produced constant force within the four cables during walking on the treadmill, with a mean force-tracking error of 10.3%. This study demonstrates that the force control algorithms are technically feasible. The active cable-driven, force-controlled robotic system has the potential to produce user-defined assistance or resistance in rehabilitation and fitness training.
引用
收藏
页数:16
相关论文
共 50 条
  • [1] Study of effect of cable yielding in cable-driven robotic system
    Yin, XL
    Bowling, A
    2004 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1- 5, PROCEEDINGS, 2004, : 3234 - 3239
  • [2] Grasping Force Control and Adaptation for a Cable-Driven Robotic Hand
    Mountain, Eric
    Weise, Ean
    Tian, Sibo
    Li, Beiwen
    Liang, Xiao
    Zheng, Minghui
    2024 IEEE INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT MECHATRONICS, AIM 2024, 2024, : 1183 - 1188
  • [3] Proportional Control of a Soft Cable-Driven Exoskeleton via a Myoelectrical Interface Enables Force-Controlled Finger Motions
    Walter, Jonas
    Rossmanith, Paul
    de Oliveira, Daniela Souza
    Reitelshoefer, Sebastian
    Del Vecchio, Alessandro
    Franke, Joerg
    2022 9TH IEEE RAS/EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL ROBOTICS AND BIOMECHATRONICS (BIOROB 2022), 2022,
  • [4] Development of Modular Cable-Driven Parallel Robotic Systems
    Qian, Sen
    Zi, Bin
    Wang, Daoming
    Li, Yuan
    IEEE ACCESS, 2019, 7 : 5541 - 5553
  • [5] ROBOTIC PHYSICAL EXERCISE AND SYSTEM (ROPES): A CABLE-DRIVEN ROBOTIC REHABILITATION SYSTEM FOR LOWER-EXTREMITY MOTOR THERAPY
    Alamdari, Aliakbar
    Krovi, Venkat
    INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, 2015, VOL 5A, 2016,
  • [6] A FORCE-CONTROLLED ROBOTIC SYSTEM FOR A SERVICING SPACECRAFT: CONCEPT DESIGN AND DEVELOPMENT TESTING
    Shardyko, Igor
    Dalyaev, Igor
    Titov, Victor
    THIRD IAA CONFERENCE ON DYNAMICS AND CONTROL OF SPACE SYSTEMS 2017, 2017, 161 : 1077 - 1085
  • [7] Implementation of cable-driven waist rehabilitation robotic system using fractional-order controller
    Li, Yuan
    Zi, Bin
    Sun, Zhi
    Zhou, Bin
    Ding, Huafeng
    MECHANISM AND MACHINE THEORY, 2023, 190
  • [8] Force-controlled robotic mechanochemical synthesis
    Nakajima, Yusaku
    Kawasaki, Kai
    Takeichi, Yasuo
    Hamaya, Masashi
    Ushiku, Yoshitaka
    Ono, Kanta
    DIGITAL DISCOVERY, 2024, 3 (10): : 2130 - 2136
  • [9] Force and Torque Characterization in the Actuation of a Walking-Assistance, Cable-Driven Exosuit
    Rodriguez Jorge, Daniel
    Bermejo Garcia, Javier
    Jayakumar, Ashwin
    Lorente Moreno, Rafael
    Agujetas Ortiz, Rafael
    Romero Sanchez, Francisco
    SENSORS, 2022, 22 (11)
  • [10] CABLE FRICTION COMPENSATION AND REHABILITATION ALGORITHMS FOR A CABLE-DRIVEN HUMAN ASSISTIVE SYSTEM
    Bae, Joonbum
    Kong, Kyoungchul
    Tomizuka, Masayoshi
    PROCEEDINGS OF THE ASME DYNAMIC SYSTEMS AND CONTROL CONFERENCE 2010, VOL 1, 2010, : 777 - 783