基于人体关节模型的顺应康复外骨骼设计和控制

项目来源

国家自然科学基金(NSFC)

项目主持人

李国民

项目受资助机构

华中科技大学

项目编号

U1713204

立项年度

2017

立项时间

未公开

研究期限

未知 / 未知

项目级别

国家级

受资助金额

300.00万元

学科

工程与材料科学-机械设计与制造-机械仿生学与生物制造

学科代码

E-E05-E0507

基金类别

联合基金项目-重点支持项目-NSFC-深圳机器人基础研究中心项目

关键词

人体状态监测 ; 人体关节模型 ; 康复机器人 ; 顺应驱动 ; 外骨骼 ; Exoskeletons ; Rehabilitation robots ; Human body state monitoring ; Compliant actuators ; Human-joint models

参与者

胡波;彭小波;白坤;高杰;冀晶晶;王东海;张晓燕;丁秋萍;郝兵杰

参与机构

深圳市职业病防治院;深圳大学

项目标书摘要:物理康复训练可以帮助运动功能损伤患者进行神经再生或重建,对于患者运动功能的恢复有着非常重要的作用。为实现科学高效的机器辅助训练并减少康复过程中的医疗人员和资源,本课题将围绕人机顺应开展康复外骨骼机器人研究。.关节是人体运动的基础,对其结构和运动特征的深入认知是实现康复外骨骼对人体运动高度顺应以及人机融合的前提。因此,本课题将通过对人体主要关节的结构和运动特性分析以及对不同关节的共性总结,提出高度顺应人体关节运动的外骨骼设计和控制方法,并以此为基础,通过研究人体运动多肢体协同和负载分配规律,实现以全身型康复外骨骼为中心的系统康复训练,并更好解决训练过程中外骨骼驱动顺应控制和人体参数在线测量等核心问题。本课题的研究将为实现人体结构和运动精确的数学表达,发展基于智能体模的人性化机械—传感—驱动一体化设计和顺应控制方法,并形成具有更好人机相容性的外骨骼康复装备做出贡献。

Application Abstract: Physical therapy which facilitates to rebuild/reconnect human neuromuscular systems plays a crucial part in the rehabilitation process for people with motor function injuries.Robot-/machine-aided therapy which allows for effective and efficient training can greatly alleviate the workload and intensity of therapists and reduce the medical costs involved in rehabilitation.Targeted for improving the human-machine compliance and cooperation in robot-aided therapy,the proposed research focuses on the key studies for developing rehabilitative exoskeleton systems...Human joints are the essential components forming human motions.Therefore,the understanding on both the structures and motion patterns of the joints is the key for developing exoskeletons that adapt to and cooperate closely with human wearers.This proposal aims at developing new design criteria and control methods for rehabilitative exoskeletons to achieve better human-machine compliance by constructing models that precisely characterize and render the motion patterns of different human joints.By studying the coordination and load distributions among the limbs of a human body,the design methods for developing a full-body exoskeleton facilitating systematic and comprehensive rehabilitations will be established;and techniques for building sensing and actuator systems which allows for real-time parameter monitoring and compliance control will be developed.The proposed studies are expected to contribute on systematically formulating human motions and developing design and control methods for adaptable exoskeletons for rehabilitation.

项目受资助省

湖北省

项目结题报告(全文)

物理康复训练能帮助运动功能损伤患者进行神经再生或重建,有助于患者运动功能的恢复。为实现科学高效的机器辅助训练并减少康复过程中的医疗人员和资源,本项目围绕人机顺应开展康复外骨骼机器人研究,旨在通过对人体主要关节的结构和运动特性分析及对不同关节的共性总结,实现人体结构和运动精确的数学表达,发展人性化机械—传感—驱动一体化设计和顺应控制方法,并形成具有更好人机相容性的外骨骼康复装备。该项目在人体关节建模、感知与重构,非对称外骨骼设计、驱动控制及智能化康复策略等关键问题上取得了突破。提出了基于外部有限测量观测人体内部力位信息的方法,建立了关节特征通用化、参数化表达理论。基于关节模型提出了仿生顺应式外骨骼关节设计。提出基于人机闭合运动链的人体关节运动观测方法,开发融合磁场的嵌入式运动测量系统,实现了人体运动/力状态和运动意图的实时感知。设计了面向中风康复的非对称外骨骼(躯干及下肢),提出了基于机器学习的步态康复智能进化策略,通过测量健肢运动,指导患侧外骨骼在不同步态相位分别实现支撑和顺应,以促进递进式步态康复。为实现患侧肢体受电刺激自主运动,辅助外骨骼驱动,发展了电流干涉扫描方法,实现非侵入靶向电刺激。研制了坐到站运动辅助装置和康复外骨骼系统;搭建了基于磁场传感的分布式位移、力、阻抗测量重构平台和虚拟现实训练场景;研究了基于机器视觉的步态识别与评价方法,建立了可用于下肢康复外骨骼康复效果评价的步态识别体系。该系统有效克服了过度简化的关节设计在人机关节错位时造成人体不适和伤害的局限,可支撑44%的体重并减少人体髋、膝、踝25%以上的关节内力、力矩峰值,并用于中风康复的临床实验。

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  • 1.Displacement and Force Field Characterization of an Instrumented Compliant Anatomical Palmar Mechanism for a Bio-inspired Robotic Hand

    • 关键词:
    • Biomimetics;Cantilever beams;Compliant mechanisms;Human form models;Intelligent robots;Robotic arms;Bio-inspired robotics;Compliant beams;Design concept;Displacement field;Field characterization;Field reconstruction;Forcefields;Human hands;Human palm;Mechanism modeling
    • Jiang, Jiaoying;Lee, Kok-Meng;Yang, Guilin
    • 《2025 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2025》
    • 2025年
    • July 14, 2025 - July 18, 2025
    • Hangzhou, China
    • 会议

    This paper presents the design concept of an Instrumented Compliant Anatomical Palmar Mechanism (I-CAPM), which leverages the deformable curvatures of compliant beams to reconstruct the palm's displacement and force fields during grasping. The I-CAPM models the human palm using eight cantilever beams, with four beams converging at the thumb knuckle and the remainder individually connecting to the finger knuckles, emulating the human hand's oblique, transverse, and longitudinal arches. To enable independent analysis, each decoupled cantilever is embedded with a strain sensor array, allowing for field reconstruction on a single beam level. This architecture simplifies computational modeling and facilitates robust strain field reconstruction, deformation analysis, and real-time force perception. The methodology for characterizing the displacement and force fields of the beams is numerically illustrated and validated using commercial finite-element analysis (FEA). © 2025 IEEE.

    ...
  • 2.Analytical Design Methodology based on Distributed Current Source Models for Parametric Study of a Three-DOF Planar Motor

    • 关键词:
    • Design;Linear motors;3 degrees of freedom;Analytical design;Current source models;Current sources;Design method;Design Methodology;Exact solution;Finite element analyse;Parametric study;Planar motors
    • Que, Zixin;Lee, Kok-Meng
    • 《2023 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2023》
    • 2023年
    • June 28, 2023 - June 30, 2023
    • Seattle, WA, United states
    • 会议

    This paper presents a design method based on distributed current source (DCS) that discretizes the permanent magnets (PMs) and electromagnets (EMs) into elemental current sources and derives the magnetic field and current-force models for design analyses of a 3-degree-of-freedom (3-DOF) planar motor with redundant inputs. The DCS models have been verified by comparing them with exact solutions and commercial finite element analysis (FEA). The results show that the DCS models are accurate (within 2.5% of exact solutions) and computationally efficient (a three-order improvement over FEA). As an illustration, the analytically derived DCS models are employed to analyze the geometrical constraints and parametric effects on the PM/EM layout and forces/torque performance of a 3-DOF planar motor. Using singular value decomposition, two designs are numerically evaluated. With the closed-form DCS models, the loci of the best/worst manipulability ellipsoids are graphically presented. © 2023 IEEE.

    ...
  • 3.A Novel Pantographic Exoskeleton Based Collocated Joint Design With Application for Early Stroke Rehabilitation

    • 关键词:
    • Exoskeleton; joint alignment; joint kinematics; parallel mechanism;rehabilitation
    • Jiang, Jiaoying;Li, Wenjing;Lee, Kok-Meng
    • 《IEEE/ASME International Conference on Advanced Intelligent Mechatronics》
    • 2020年
    • JUL, 2020
    • ELECTR NETWORK
    • 会议

    Motivated by the need to develop safe exoskeletons for collocated joint rehabilitation during the early stage of stroke recovery, this article presents a pantographic exoskeleton (PGE) capable of multi-degree-of-freedom motions in a single-joint collocated with the impaired joint. With minimum internal joint reactions in the presence of misalignment, the PGE "traces" the natural joint motion "like a pantograph" in the sagittal plane while performing in-bed rehabilitation, from which the joint parameters can be estimated for subsequent patient-specific motion training. An analytical model is presented to provide a rational basis for designing a collocated human-ankle/PGE mechanism, which has been numerically illustrated. The findings demonstrate that because the PGE joint do not restrict human ankle nature motion within the motion range of a typical ankle, it is less sensitive to joint misalignment as compared to conventional multijoint serial mechanisms that form a closed chain with the human limbs/joint. A prototype PGE has been designed; and its effectiveness for collocated ankle-joint manipulation has been experimentally investigated. Unlike conventional imaging methods that are prone to skin-marker errors and dependent on lumped-parameter approximations, the PGE directly measures the talus trajectory of the ankle-joint for characterizing its roll/slide motion and internal parameters.

    ...
  • 4.Reconfigurable impedance sensing system for early rehabilitation following stroke recovery

    • 关键词:
    • Monitoring;Patient rehabilitation;Magnetism;Distributed forces;Impedance sensing;Kinematics and dynamics;Magnetic sensing;Precision measurement;Stroke patients;Stroke recovery;Stroke rehabilitation
    • Ji, Jingjing;Qi, Yiyuan;Liu, Jiahao;Lee, Kok-Meng
    • 《2020 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2020》
    • 2020年
    • July 6, 2020 - July 9, 2020
    • Boston, MA, United states
    • 会议

    Distributed force and displacement measurements are widely needed in many applications, particularly for monitoring impedance reaction during early rehabilitation following stroke recovery. Although the principles and instruments for precision measurements of displacements or forces are widely available, methods to design a human-specific sensing system that integrates force, displacement and impedance sensing for rehabilitation remain a challenge. To be effective, these human-specific sensing systems must be low cost, and can be rapidly designed, prototyped and fabricated within a few hours. Illustrated in the context of a stroke rehabilitation application, this paper presents a method to design, rapidly prototype and fabricate a reconfigurable magnetic sensing system to help monitor the asymmetrical kinematics and dynamics between the healthy and affected sides of a stroke patient. A prototype reconfigurable magnetic sensing system for monitoring the asymmetrical seat-reaction and foot plantar forces as well as for training hand-gripping has been designed, fabricated using recyclable rubbers, and experimentally evaluated. © 2020 IEEE.

    ...
  • 5.Strain-based pose estimation for a flexonic mobile node with field sensing method

    • 关键词:
    • Deformation;Compliant mechanisms;Mechanisms;Continuous deformations;Flexible transmissions;Fundamental theory;Mode superposition;Nonlinear deformations;Position and orientations;Relative positions;Three dimensional space
    • Guo, Jiajie;Fu, Jianyong;Lee, Kok-Meng
    • 《2020 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2020》
    • 2020年
    • July 6, 2020 - July 9, 2020
    • Boston, MA, United states
    • 会议

    Motivated by the need of pose estimation in a soft robot featured with continuous deformations, this paper proposes a field sensing method (FSM) where the compliant beam serves as a sensor to monitor the relative position between the front and rear axles of a mobile robot. Extending traditional designs of compliant mechanisms for flexible transmission, deformed configurations of the flexonic mobile node (FMN) can be retrieved in the three-dimensional space from nodal strain data along the compliant beam. The proposed FSM successfully applies the mode superposition to strain field sensing for nonlinear deformations, and it is numerically verified with finite element analysis. Error analysis will be carried out to quantify the precisions of position and orientation sensing and justify the application of FSM to pose estimation of the soft mobile robot. Fundamental theory of the proposed FSM and issues of its implementation in practice will be discussed. © 2020 IEEE.

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  • 6.Reconfigurable impedance sensing system for early rehabilitation following stroke recovery

    • 关键词:
    • Monitoring;Patient rehabilitation;Magnetism;Distributed forces;Impedance sensing;Kinematics and dynamics;Magnetic sensing;Precision measurement;Stroke patients;Stroke recovery;Stroke rehabilitation
    • Ji, Jingjing;Qi, Yiyuan;Liu, Jiahao;Lee, Kok-Meng
    • 《2020 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2020》
    • 2020年
    • July 6, 2020 - July 9, 2020
    • Boston, MA, United states
    • 会议

    Distributed force and displacement measurements are widely needed in many applications, particularly for monitoring impedance reaction during early rehabilitation following stroke recovery. Although the principles and instruments for precision measurements of displacements or forces are widely available, methods to design a human-specific sensing system that integrates force, displacement and impedance sensing for rehabilitation remain a challenge. To be effective, these human-specific sensing systems must be low cost, and can be rapidly designed, prototyped and fabricated within a few hours. Illustrated in the context of a stroke rehabilitation application, this paper presents a method to design, rapidly prototype and fabricate a reconfigurable magnetic sensing system to help monitor the asymmetrical kinematics and dynamics between the healthy and affected sides of a stroke patient. A prototype reconfigurable magnetic sensing system for monitoring the asymmetrical seat-reaction and foot plantar forces as well as for training hand-gripping has been designed, fabricated using recyclable rubbers, and experimentally evaluated. © 2020 IEEE.

    ...
  • 7.A Novel Pantographic Exoskeleton Based Collocated Joint Design With Application for Early Stroke Rehabilitation

    • 关键词:
    • Exoskeleton; joint alignment; joint kinematics; parallel mechanism;rehabilitation
    • Jiang, Jiaoying;Li, Wenjing;Lee, Kok-Meng
    • 《IEEE/ASME International Conference on Advanced Intelligent Mechatronics》
    • 2020年
    • JUL, 2020
    • ELECTR NETWORK
    • 会议

    Motivated by the need to develop safe exoskeletons for collocated joint rehabilitation during the early stage of stroke recovery, this article presents a pantographic exoskeleton (PGE) capable of multi-degree-of-freedom motions in a single-joint collocated with the impaired joint. With minimum internal joint reactions in the presence of misalignment, the PGE "traces" the natural joint motion "like a pantograph" in the sagittal plane while performing in-bed rehabilitation, from which the joint parameters can be estimated for subsequent patient-specific motion training. An analytical model is presented to provide a rational basis for designing a collocated human-ankle/PGE mechanism, which has been numerically illustrated. The findings demonstrate that because the PGE joint do not restrict human ankle nature motion within the motion range of a typical ankle, it is less sensitive to joint misalignment as compared to conventional multijoint serial mechanisms that form a closed chain with the human limbs/joint. A prototype PGE has been designed; and its effectiveness for collocated ankle-joint manipulation has been experimentally investigated. Unlike conventional imaging methods that are prone to skin-marker errors and dependent on lumped-parameter approximations, the PGE directly measures the talus trajectory of the ankle-joint for characterizing its roll/slide motion and internal parameters.

    ...
  • 8.Asymmetric kinematic and dynamic models of robotic assisted sit-to-stand system for stroke rehabilitation

    • 关键词:
    • Advanced driver assistance systems;Machine design;Muscle;Kinematics;Dynamic models;Balancing;Gravitation;Asymmetric effects;Human joints;Kinematics and dynamics;Measured results;Muscle function;Sit-to-stand;Stroke patients;Stroke rehabilitation
    • Jiang, Jiaoying;Hu, Guangzhou;Lee, Kok-Meng
    • 《ASME 2019 Dynamic Systems and Control Conference, DSCC 2019》
    • 2019年
    • October 8, 2019 - October 11, 2019
    • Park City, UT, United states
    • 会议

    The loss of muscular strength and balancing disability make it difficult for stroke patients to move their body against gravity or to maintain balance. The asymmetrical kinematics and dynamics between the healthy and affected sides of stroke patients increase the risks of falls. This paper presents the development of a robotic-assisted Sit-to-Stand (RA-STS) mechanism to help stroke patients complete the STS movement essential for subsequent training and restore muscle functions. To provide a rational basis for the design/control of a RA-STS system, a relatively complete set of analytical models is presented for analyzing the asymmetric effects on the human joints during STS. Experiments were conducted to validate the concept feasibility and the kinematic and dynamic models by comparing simulations with experimentally measured results. Copyright © 2019 ASME

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  • 9.Physics-based Ankle Kinematics for Estimating Internal Parameters

    • 关键词:
    • MOTION; JOINT
    • Jiang, Jiaoying;Li, Wenjing;Lee, Kok-Meng;Ji, Jingjing
    • 《2019 IEEE/ASME INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT MECHATRONICS 》
    • 2019年
    • 会议

    This paper presents a kinematic model and its inverse solutions to identify internal ankle parameters in sagittal plane from external motion data; the effects of initial guesses and noise on the solutions are discussed. Experiments were designed to eliminate skin-marker errors in motion data, and performed to validate the model and the estimation method experimentally by comparing estimations with measurements from the computed tomography scan of the ankle. Based on observations that the skin temperature of bony prominences is lower than that of muscle, a novel infrared (markerless) method to locate bony prominences as features is conceptualized; experiments suggest that this concept feasibility is promising.

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  • 10.A distributed-parameter control system using electromagnetic images stimulation for human-machine perception interface

    • 关键词:
    • Controllers;Feedforward control;Networked control systems;State space methods;Machine design;Numerical methods;Eddy currents;Robot applications;Closed form solutions;Design and analysis;Distributed parameter systems;Electromagnetic image;Feed-forward controllers;Feedforward control methods;State;space models;State space representation
    • Li, Min;Lee, Kok-Meng
    • 《ASME 2018 Dynamic Systems and Control Conference, DSCC 2018》
    • 2018年
    • September 30, 2018 - October 3, 2018
    • Atlanta, GA, United states
    • 会议

    This article develops a new human-machine perception interface method to convert visual patterns to accurate eddy-current stimulation using an electromagnet (EM) array. The eddy-current stimulation is formulated as a feedforward controller design. In this paper, a state-space model for the eddy-current stimulation is derived for design and analysis of the controller. Unlike traditional methods where the distributed parameter systems are often modeled using partial differential equations and solved numerically using numerical methods such as finite element analysis, the model presented here offers closed-form solutions in state-space representation. The novel approach enables the applications of the well-established control theory for analyzing the system controllability. The feasibility and accuracy of the feedforward control method are numerically illustrated and validated by generating the stimulation with two types of patterns, which provides an essential base for future research of human-machine perception interface. Copyright © 2018 ASME

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