CN110192841B - Grip testing device and method based on multi-directional instantaneous mutation disturbance torque effect - Google Patents
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Abstract
本公开提出了基于多方向瞬时突变扰动力矩效应的抓握测试装置及方法,包括:中空壳体,所述中空壳体内盛装流体;所述中空壳体内壁上设置有用于检测拇指侧力的力矩传感器,在所述中空壳体内壁相对的另一侧设置有用于检测四指侧力的力矩传感器;所述中空壳体设置在底座上,在所述底座的底部与电磁铁装置相连;所述电磁铁装置用于产生作用于底座底部的指定方向瞬时突变扰动力矩;所述力矩传感器检测待测试者在瞬时突变扰动力矩作用下的数据信号,利用该数据信号进行处理后评估手部精准抓握功能。在无控制流形(UCM)假设的框架下,计算多指动力学信号协同作用的指标,用于评估多手指指力的稳定协同性,对手功能精准抓握功能进行定量评估。
The present disclosure proposes a grasping test device and method based on the multi-directional instantaneous sudden change disturbance torque effect, including: a hollow casing containing fluid; Force torque sensor, a torque sensor for detecting four-finger side force is arranged on the opposite side of the inner wall of the hollow shell; the hollow shell is arranged on the base, and the bottom of the base is connected to the electromagnet The electromagnet device is used to generate an instantaneous sudden change disturbance torque acting on the bottom of the base in a designated direction; the torque sensor detects the data signal of the person to be tested under the action of the instantaneous sudden change disturbance torque, and uses the data signal for evaluation after processing Precise hand grip function. Under the framework of Uncontrolled Manifold (UCM) assumption, the index of multi-finger dynamics signal synergy is calculated to evaluate the stable synergy of multi-finger finger force, and quantitatively evaluate the precise grasping function of hand function.
Description
技术领域technical field
本公开涉及抓握测试装置技术领域,特别是涉及基于多方向瞬时突变扰动力矩效应的抓握测试装置及方法。The present disclosure relates to the technical field of grasping test devices, and in particular, to a grasping test device and method based on multi-directional instantaneous sudden change disturbance torque effect.
背景技术Background technique
手部的精准抓握与操作在人类生产生活中起重要作用。对手部抓握功能的测试评估在神经生理学分析、神经病理学检查、手功能康复进程监测等领域均发挥着重要作用。抓握物体的一个重要的要求是对物体重心的准确感知,并控制物体的合力矩在适度范围内,以满足抓握运动的目标需要。因此,力矩感知控制能力是抓握控制中的关键机制。力矩效应又分为稳定力矩效应和扰动力矩效应。当力矩的幅度、方向随时间变化时,这种力矩效应为扰动力矩效应。如果扰动力矩出现的时刻是随机的、突变的,则为瞬时突变扰动力矩。对瞬时突变扰动力矩的准确感知和控制是神经系统功能的更高级要求。Precise grasping and manipulation of the hand plays an important role in human production and life. The test and evaluation of hand grasping function plays an important role in the fields of neurophysiological analysis, neuropathological examination, and monitoring of hand function rehabilitation progress. An important requirement for grasping an object is to accurately perceive the center of gravity of the object, and to control the resultant moment of the object within a moderate range to meet the goal of grasping motion. Therefore, torque-aware control capability is a key mechanism in grasping control. The torque effect is further divided into the stable torque effect and the disturbance torque effect. When the magnitude and direction of the torque change with time, the torque effect is the disturbance torque effect. If the moment when the disturbance torque appears is random and abrupt, it is an instantaneous sudden change disturbance torque. Accurate perception and control of transient mutation perturbation torque is a more advanced requirement of nervous system function.
但是,发明人在研究中发现,目前仍没有针对多方向瞬时突变扰动力矩下五指精准抓握运动功能进行准确测试相关技术方案。However, the inventor found in the research that there is still no relevant technical solution for accurately testing the five-finger precise grasping motion function under the multi-directional instantaneous mutation disturbance torque.
发明内容SUMMARY OF THE INVENTION
本说明书实施方式的目的是提供基于多方向瞬时突变扰动力矩效应的抓握测试装置,该装置可用于评估多手指指力的稳定协同性,对手功能精准抓握功能定量评估以及手功能损伤评定等领域有重要价值。The purpose of the embodiments of the present specification is to provide a grasping test device based on the multi-directional instantaneous mutation disturbance torque effect, which can be used to evaluate the stable synergy of multi-finger finger force, quantitative evaluation of hand function precise grasping function, and evaluation of hand function damage, etc. Fields are of great value.
本说明书实施方式提供基于多方向瞬时突变扰动力矩效应的抓握测试装置,通过以下技术方案实现:The embodiments of this specification provide a gripping test device based on the multi-directional instantaneous sudden change disturbance torque effect, which is achieved through the following technical solutions:
包括:include:
中空壳体,所述中空壳体内盛装流体;a hollow shell containing fluid;
所述中空壳体内壁上设置有用于检测拇指侧力的力矩传感器,在所述中空壳体内壁相对的另一侧设置有用于检测四指侧力的力矩传感器;The inner wall of the hollow shell is provided with a torque sensor for detecting the lateral force of the thumb, and the opposite side of the inner wall of the hollow shell is provided with a torque sensor for detecting the lateral force of the four fingers;
所述中空壳体设置在底座上,在所述底座的底部与电磁铁装置相连;The hollow shell is arranged on the base, and is connected with the electromagnet device at the bottom of the base;
所述电磁铁装置用于产生作用于底座底部的指定方向瞬时突变扰动力矩;The electromagnet device is used to generate an instantaneous sudden change disturbance torque acting on the bottom of the base in a designated direction;
所述力矩传感器检测待测试者在瞬时突变扰动力矩作用下的数据信号,利用该数据信号进行处理后评估手部精准抓握功能。The torque sensor detects the data signal of the person to be tested under the action of the instantaneous sudden change disturbance torque, and uses the data signal to evaluate the precise grasping function of the hand after processing.
本说明书实施方式提供基于多方向瞬时突变扰动力矩效应的抓握测试方法,通过以下技术方案实现:The embodiments of the present specification provide a gripping test method based on the multi-directional instantaneous mutation disturbance torque effect, which is realized by the following technical solutions:
包括:include:
抓握测试装置被测试者抓握;The gripping test device is gripped by the test subject;
抓握测试装置的底座的底部接收指定方向上的瞬时突变扰动力矩;Grasp the bottom of the base of the test device to receive the instantaneous abrupt disturbance moment in the specified direction;
将抓握测试装置平稳端起至指定高度,保持设定时间后平稳放至初始位置,测试结束后得到三维力、三维力矩以及压力中心点实时信号;Lift the gripping test device stably to the specified height, keep it for the set time, and place it to the initial position stably. After the test, get real-time signals of three-dimensional force, three-dimensional moment and pressure center point;
利用上述的三维力、三维力矩以及压力中心点实时信号数据计算抓握过程中多指动力学稳定协同作用的指标,评估手部精准抓握功能。Using the above-mentioned real-time signal data of three-dimensional force, three-dimensional moment and pressure center point, the index of multi-finger dynamic stability and synergy during the grasping process was calculated, and the precise grasping function of the hand was evaluated.
与现有技术相比,本公开的有益效果是:Compared with the prior art, the beneficial effects of the present disclosure are:
本公开的装置用于手部精准抓握的功能性评估与对手功能损伤程度以及康复程度的精准定量评估,具有重要的应用价值。The device of the present disclosure is used for the functional evaluation of precise grasping of the hand and the precise quantitative evaluation of the degree of functional impairment and rehabilitation of the hand, and has important application value.
本公开的装置的评估方法在无控制流形(UCM)假设的框架下,计算多指动力学信号协同作用的指标,用于评估多手指指力的稳定协同性,对手功能精准抓握功能进行定量评估。The evaluation method of the device of the present disclosure calculates the index of the synergy of the multi-finger dynamics signals under the framework of the uncontrolled manifold (UCM) assumption, which is used to evaluate the stable synergy of the multi-finger finger force, and the accurate grasping function of the hand function. Quantitative assessment.
附图说明Description of drawings
构成本公开的一部分的说明书附图用来提供对本公开的进一步理解,本公开的示意性实施例及其说明用于解释本公开,并不构成对本公开的不当限定。The accompanying drawings that constitute a part of the present disclosure are used to provide further understanding of the present disclosure, and the exemplary embodiments of the present disclosure and their descriptions are used to explain the present disclosure and do not constitute an improper limitation of the present disclosure.
图1为本公开实施例子的基于多方向瞬时突变扰动力矩的多指抓握测试装置结构图;1 is a structural diagram of a multi-finger grasping test device based on multi-directional instantaneous sudden change disturbance torque according to an embodiment of the present disclosure;
图2为本公开实施例子的电磁铁断电后额定砝码将绳索拉直时多指抓握测试装置的状态图;2 is a state diagram of a multi-finger grasping test device when a rope is straightened by a rated weight after the electromagnet is powered off according to an embodiment of the present disclosure;
图3(a)-图3(d)为本公开实施例子的产生不同方向瞬时突变扰动力矩时多指抓握测试仪的底座示意图;3(a)-FIG. 3(d) are schematic diagrams of the base of the multi-finger grasping tester when generating instantaneous sudden change disturbance torque in different directions according to an embodiment of the present disclosure;
图4为本公开实施例子的装置的具体实验流程图;FIG. 4 is a specific experimental flow chart of the device of the embodiment of the disclosure;
图中,1为顶部方形中空平盖,2为测试装置内部方形中空结构,4为拇指侧六维力/力矩传感器,5为食指侧六维力/力矩传感器,6为中指侧六维力/力矩传感器、7为名指侧六维力/力矩传感器,8为小指侧六维力/力矩传感器,9为四指侧平面接触片,10为拇指侧平面接触片,3为抓握测试装置方形底座,11为弹性绳索,12为额定砝码,13为电磁铁。In the figure, 1 is the top square hollow flat cover, 2 is the square hollow structure inside the test device, 4 is the thumb side six-dimensional force/torque sensor, 5 is the index finger side six-dimensional force/torque sensor, and 6 is the middle finger side six-dimensional force/torque sensor. Torque sensor, 7 is a six-dimensional force/torque sensor on the ring finger side, 8 is a six-dimensional force/torque sensor on the little finger side, 9 is a flat contact piece on the four-finger side, 10 is a flat contact piece on the thumb side, and 3 is a square grip test device Base, 11 is an elastic rope, 12 is a rated weight, and 13 is an electromagnet.
具体实施方式Detailed ways
应该指出,以下详细说明都是例示性的,旨在对本公开提供进一步的说明。除非另有指明,本文使用的所有技术和科学术语具有与本公开所属技术领域的普通技术人员通常理解的相同含义。It should be noted that the following detailed description is exemplary and intended to provide further explanation of the present disclosure. Unless otherwise defined, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this disclosure belongs.
需要注意的是,这里所使用的术语仅是为了描述具体实施方式,而非意图限制根据本公开的示例性实施方式。如在这里所使用的,除非上下文另外明确指出,否则单数形式也意图包括复数形式,此外,还应当理解的是,当在本说明书中使用术语“包含”和/或“包括”时,其指明存在特征、步骤、操作、器件、组件和/或它们的组合。It should be noted that the terminology used herein is for the purpose of describing specific embodiments only, and is not intended to limit the exemplary embodiments according to the present disclosure. As used herein, unless the context clearly dictates otherwise, the singular is intended to include the plural as well, furthermore, it is to be understood that when the terms "comprising" and/or "including" are used in this specification, it indicates that There are features, steps, operations, devices, components and/or combinations thereof.
实施例子一Example 1
该实施例公开了基于多方向瞬时突变扰动力矩效应的抓握测试装置,本装置可产生四个方向上的扰动力矩状态,通过抓握该测试装置,可准确检测并记录五个手指在多方向瞬时突变扰动力矩作用下抓握物体过程中各指尖的三维力、三维力矩以及压力中心点位置坐标等实时动力学信号。由手指力得到约束矩阵E,利用约束矩阵E将手指力转化为手指模态(m)。在平均自由模量的情况下,计算了无控制流形(UCM)。在无控制流形(UCM)假设的框架下,计算多指动力学信号协同指数ΔV。该装置可用于评估多手指指力的稳定协同性,对手功能精准抓握功能定量评估以及手功能损伤评定等领域有重要价值。This embodiment discloses a grasping test device based on multi-directional instantaneous mutation disturbance torque effect. The device can generate disturbance torque states in four directions. By grasping the test device, five fingers in multiple directions can be accurately detected and recorded. Real-time dynamic signals such as the three-dimensional force, three-dimensional moment and the position coordinates of the pressure center point of each fingertip in the process of grasping the object under the action of the instantaneous mutation disturbance torque. The constraint matrix E is obtained from the finger force, and the constraint matrix E is used to convert the finger force into the finger mode (m). In the case of the mean free modulus, the uncontrolled manifold (UCM) was calculated. Under the framework of the Uncontrolled Manifold (UCM) assumption, the synergy index ΔV of polydactyly kinetic signals was calculated. The device can be used to evaluate the stability and synergy of multi-finger finger force, and has important value in the fields of quantitative evaluation of hand function, precise grasping function, and evaluation of hand function damage.
在该实施例子中,力、力矩和压力中心点的信号作为原始信号,以力信号为例,单指斜坡实验中的力数据用于计算约束矩阵,反映单个手指力与合力之间的关系,正式实验中的力信号通过计算手指力的变化来计算手指模态m。是手指指尖所产生的三维方向上的力信号。In this example, the signals of the center point of force, torque and pressure are used as the original signal. Taking the force signal as an example, the force data in the single-finger slope experiment is used to calculate the constraint matrix, which reflects the relationship between the force of a single finger and the resultant force, The force signal in the formal experiment calculates the finger mode m by calculating the change in finger force. It is the force signal in the three-dimensional direction generated by the fingertip.
手指力是手指指尖所产生的三维方向上的力信号。Finger force is a three-dimensional force signal generated by the fingertip of the finger.
该实施例子的测试装置具体结构参见附图1-2所示,包括测试仪水杯,拇指侧六维力/力矩传感器4与四指侧的六维力/力矩传感器(食指侧六维力/力矩传感5器,中指侧六维力/力矩传感器6、名指侧六维力/力矩传感器7,小指侧六维力/力矩传感器8)呈左右相对位置,固定在测试装置内部方形中空结构2上,拇指侧传感器与外侧接触平面之间以连接片如拇指侧平面接触片10固定连接,四指侧同理,利用四指侧平面接触片9固定连接。测试仪内部呈方形,为中空结构,用以盛装流体,模拟真实水杯工作状态。抓握测试装置方形底座3为方形柱体,由中心向下连有电磁铁13,将额定砝码12由弹性绳索11依次连于底座中心的前后左右等距离的指定位置。顶部方形中空平盖1该在该装置上。The specific structure of the test device of this embodiment is shown in Figures 1-2, including a tester water cup, a six-dimensional force/
六维力/力矩传感器指的是能够测量三维力与三维力矩的传感器。(本公开中FX为竖直方向的力,FY为前后方向的力,FZ为左右方向的力,TX为绕垂直轴的力矩,TY为绕矢状轴的力矩,TZ为绕冠状轴的力矩)。斜线代表或。A six-dimensional force/torque sensor refers to a sensor that can measure three-dimensional force and three-dimensional torque. (In this disclosure, F X is the force in the vertical direction, F Y is the force in the front-to-back direction, F Z is the force in the left-right direction, T X is the moment about the vertical axis, T Y is the moment about the sagittal axis, and T Z is the moment about the coronal axis). A slash represents or.
在该实施例子中,双侧五个力、力矩传感器在支架上的安放位置可以根据需要进行调整。In this embodiment, the placement positions of the five force and torque sensors on both sides on the bracket can be adjusted as required.
六维力/力矩传感器也可替换为其他类型的传感器,只要能获得抓握测试仪的实时空中的力与力矩数据,或将相同的压力传感器安放在测试仪不同位置上,均可。The six-dimensional force/torque sensor can also be replaced with other types of sensors, as long as real-time air force and torque data can be obtained holding the tester, or the same pressure sensor can be placed in a different location on the tester.
在一实施例子中,测试仪水杯几何构造也可为方形或其他形状,只要能使得测试者抓握该装置即可。In one embodiment, the geometry of the tester cup may also be square or other shapes, so long as the tester can grasp the device.
在一实施例子中,图2为电磁铁断电后额定砝码将绳索拉直时多指抓握测试装置的状态图,此时电磁铁断电,额定砝码在重力作用下突然向下坠落,将弹性绳索向下拉伸,产生扰动力矩。In one embodiment, Figure 2 is a state diagram of the multi-finger gripping test device when the rated weight straightens the rope after the electromagnet is powered off. At this time, the electromagnet is powered off and the rated weight suddenly falls down under the action of gravity. , the elastic rope is stretched downward to generate a disturbance torque.
在一实施例子中,当电磁铁通电时,额定砝码紧紧吸附于电磁铁之上,此时弹性绳索上无作用力产生。当突然断电时,电磁铁对额定砝码的吸引力消失,在重力作用下额定砝码向下坠落,牵拉弹性绳索,从而产生指定方向上的瞬时突变扰动力矩。In one embodiment, when the electromagnet is energized, the rated weight is tightly attached to the electromagnet, and no force is generated on the elastic rope at this time. When the power is suddenly cut off, the attractive force of the electromagnet to the rated weight disappears, and the rated weight falls down under the action of gravity, pulling the elastic rope, thereby generating an instantaneous sudden change disturbance torque in the designated direction.
将额定砝码由绳索连接至抓握测试仪底座中心的前、后、左、右等距的位置以产生四种指定方向的瞬时突变扰动力矩。The rated weights are connected by ropes to the front, rear, left and right equidistant positions of the center of the gripping tester base to generate instantaneous sudden change disturbance moments in four specified directions.
具体的,图3(a)-3(d)分别为弹性绳索固定于底座的前后左右距底座中心等距的四个位置时产生瞬时突变扰动力矩的情况。Specifically, Figures 3(a)-3(d) respectively show the situation of instantaneous sudden change disturbance moment when the elastic rope is fixed at four positions of the base that are equidistant from the center of the base.
本公开该装置能同步检测并存储五个手指指尖的三维力、三维力矩以及压力中心点等实时动力学信号序列。该仪器结构外形设计为方形柱状样式,内部结合5个六维力/力矩传感器。其中测量拇指指尖力的传感器与其余四指的传感器处于相对位置,传感器分布位置与距离符合人手柱状抓握时手指摆放位置。The device disclosed in the present disclosure can simultaneously detect and store real-time dynamic signal sequences such as three-dimensional force, three-dimensional moment and pressure center point of five fingertips. The structure of the instrument is designed in the form of a square column, and five six-dimensional force/torque sensors are combined inside. Among them, the sensor for measuring the force of the thumb and fingertip is in a relative position with the sensors of the other four fingers, and the distribution position and distance of the sensors are in line with the position of the fingers when the human hand is gripped in a cylindrical shape.
本公开关于多方向瞬时突变扰动力矩的产生:本公开在多指精准抓握测试仪底座中心下方位置设计电磁铁装置,以弹性绳索将额定砝码固定于底座周围四个指定位置上,通过电磁铁断电瞬间,额定砝码突然坠落牵拉弹性绳索而产生指定方向的扰动力矩。其中四个指定位置分别为底座中心的前、后、左、右方向上距中心等距离的四个位置。The present disclosure relates to the generation of multi-directional instantaneous sudden change disturbance torque: the present disclosure designs an electromagnet device at the position below the center of the base of the multi-finger precision grip tester, and uses elastic ropes to fix the rated weight on four designated positions around the base. When the iron is cut off, the rated weight suddenly falls and pulls the elastic rope to generate a disturbance torque in the specified direction. The four designated positions are four positions equidistant from the center in the front, rear, left and right directions of the center of the base.
本公开关于多路实时动力学信号的同时分析,计算约束矩阵E、手指模态m以及性能变量PV等参数用以分析各手指间的动态协调性,计算得到反映多指动力学稳定协同作用的指标。本专利提出了一种基于无控制流形(UCM)方法:The present disclosure relates to the simultaneous analysis of multi-channel real-time dynamic signals. Parameters such as constraint matrix E, finger mode m and performance variable PV are calculated to analyze the dynamic coordination between fingers, and the calculation results reflect the dynamic and stable synergy of multiple fingers. index. This patent proposes a method based on Uncontrolled Manifold (UCM):
由手指力得到约束矩阵E,利用E矩阵将手指力转化为手指模态(m)。在平均自由模量的情况下,计算了无控制流形(UCM)。在无控制流形(UCM)假设的框架下,计算抓握过程中多指动力学稳定协同作用的指标。The constraint matrix E is obtained from the finger force, and the finger force is transformed into the finger mode (m) by the E matrix. In the case of the mean free modulus, the uncontrolled manifold (UCM) was calculated. Under the framework of the Uncontrolled Manifold (UCM) assumption, an indicator of the synergistic effect of polydactyly dynamic stabilization during grasping is calculated.
实施例子二Example 2
该实施例子公开了基于多方向瞬时突变扰动力矩效应的抓握测试方法,该方法可以基于上述实施例子一种的测试装置。This embodiment discloses a grasping test method based on the multi-directional instantaneous sudden change disturbance torque effect, and the method may be based on the test device of the above-mentioned embodiment.
实验流程如图4所示。首先对受试者信息进行采集,并介绍实验注意事项与动作规范指导。于底座上指定位置连接弹性绳索,额定砝码由绳索连接,改变弹性绳索的连接位置使额定砝码分别位于底座的上、下、左、右侧,进行指定方向上存在瞬时突变扰动力矩时的多指抓握测试。首先单指斜坡实验中,受试者用五指抓握测试装置的情况下,单个手指(任务手指)按照屏幕界面给定力指标完成指尖力量上升跟随任务,非制定手指(非任务手指)在此过程中会产生无意识的力,记录所有手指的力数据,分别对每个手指进行测试。在正式实验中,受试者使用右手五指抓取多指精准抓握测试仪,将其平稳端起至指定高度,保持10s后平稳放至桌面初始位置。测试结束后得到三维力、三维力矩以及压力中心点实时信号。The experimental process is shown in Figure 4. First, the subject information is collected, and the experimental precautions and action norms are introduced. Connect the elastic rope at the designated position on the base, and the rated weight is connected by the rope. Change the connection position of the elastic rope so that the rated weight is located on the upper, lower, left and right sides of the base, respectively. When there is an instantaneous sudden change of disturbance torque in the designated direction Multifinger grip test. First of all, in the single-finger slope experiment, when the subject grasped the test device with five fingers, a single finger (task finger) completed the fingertip force rising and following task according to the given force index on the screen interface, and the non-specified finger (non-task finger) was Unconscious force is generated during this process, and force data is recorded for all fingers, and each finger is tested separately. In the formal experiment, the subjects used the five fingers of the right hand to grasp the multi-fingered precision grasping tester, held it up to the specified height steadily, held it for 10s, and then placed it to the initial position on the desktop. After the test, real-time signals of three-dimensional force, three-dimensional moment and pressure center point are obtained.
约束矩阵(E)反映了非任务手指在任务手指产生力时产生的无意识的力。E矩阵是使用来自每个受试者单指斜坡实验的数据计算的。The constraint matrix (E) reflects the unconscious force produced by the non-task finger when the task finger produces force. The E-matrix was calculated using data from each subject's single-finger ramp experiments.
其中,i,j={I,M,R,L},其中I表示食指(index),M表示中指(middle),R表示无名指(ring),L表示小指(little)。j代表任务手指,Fi,j代表当j手指是任务手指时,单独的第i手指所产生的力,FTOT,j代表当j手指是任务手指时,产生的合力。整体指数ENj由非任务手指的平均ki,j计算而来。ENj=∑ki,j/3Among them, i,j={I,M,R,L}, where I represents the index finger (index), M represents the middle finger (middle), R represents the ring finger (ring), and L represents the little finger (little). j represents the task finger, F i,j represents the force generated by the ith finger alone when the j finger is the task finger, and F TOT,j represents the resultant force when the j finger is the task finger. The overall index EN j is calculated from the average k i,j of the non-task fingers. EN j =∑k i,j /3
对于每一个单指试验,可计算指定时间间隔内单个手指对FTOT,j产生的力的线性回归,其中回归系数为矩阵E。使用“模态”一词来表示只要求产生单个手指施力时,所有手指的力的组合,利用E矩阵将手指力转化为手指模态(m)。For each single-finger trial, a linear regression of the force produced by a single finger on F TOT,j over the specified time interval can be calculated, where the regression coefficients are matrix E. The term "modality" is used to denote the combination of the forces of all fingers when only a single finger is required to exert force, and the finger force is converted into a finger modality (m) using the E matrix.
其中dfj为单个手指力的变化,可通过实验获得的力数据求得,j={I,M,R,L}。考虑到约束效应,性能变量PV(比如手指力)的变化可以表示为这些变量的函数Among them, df j is the change of the force of a single finger, which can be obtained from the force data obtained by the experiment, and j={I,M,R,L}. Taking into account constraint effects, changes in performance variables PV (such as finger force) can be expressed as a function of these variables
dPV=[di dm dr dl]*E*m (4)dPV=[d i d m d r d l ]*E*m (4)
其中,dj为手指系数,任务手指系数为单位1,非任务手指系数为-1。在平均自由模量的情况下,计算无控制流形(UCM)。它表示与性能变量的稳定值一致的模态大小的组合。流形是由基向量张成的零空间线性逼近的,解如下方程Among them, d j is the finger coefficient, the task finger coefficient is
0=[di dm dr dl]*E*ei (5)0=[d i d m d r d l ]*E*e i (5)
对于每个假设,都有一个零空间基向量,所以零空间有一维。每个样本的零空间的基向量ei用MATLAB的null函数进行数值计算。将在斜坡实验各采样点得到的各模态模量矢量分解为零空间上的投影f||和垂直于零空间的分量f⊥。For each hypothesis, there is a nullspace basis vector, so the nullspace has one dimension. The basis vector e i of the null space of each sample is numerically computed with MATLAB's null function. The modal modulus vectors obtained at each sampling point of the slope experiment are decomposed into the projection f || on the null space and the component f ⊥ perpendicular to the null space.
f⊥=m-f|| (7)f ⊥ = mf || (7)
其中n和k分别为m向量的自由度和性能变量数。UCM中每自由度的方差估计为where n and k are the number of degrees of freedom and performance variables of the m vector, respectively. The variance per degree of freedom in UCM is estimated as
其中|f|||2是位于线性化UCM内的偏差向量长度的平方,f||由公式(6)求得,Ntrial为试验次数。同理每自由度上垂直于UCM中的方差估计为where |f || | 2 is the square of the length of the deviation vector within the linearized UCM, f || is obtained from formula (6), and N trial is the number of trials. Similarly, the variance in each degree of freedom perpendicular to the UCM is estimated as
f||由公式(7)求得。模空间中所有实验的方差分别在两个子空间中量化。每个时间样本的模态空间的方差分别在两个子空间中量化。第一个子空间(UCM)对应于FTOT没有变化。第二个子空间是UCM的正交补(ORT);ORT内方差改变了FTOT。和分别被称为每自由度的方差分量VUCM和VORT。两个方差分量(VUCM和VORT)进一步结合成一个单一的协同指数ΔVf || is obtained by formula (7). The variance of all experiments in the mode space is quantified separately in the two subspaces. The variance of the modality space for each time sample is quantified separately in two subspaces. The first subspace (UCM) corresponds to no change in FTOT . The second subspace is the Orthogonal Complement of UCM (ORT); the variance within the ORT changes F TOT . and are called the variance components per degree of freedom V UCM and V ORT , respectively. The two variance components (V UCM and V ORT ) are further combined into a single synergy index ΔV
ΔV=(VUCM-VORT)VTOT (10)ΔV=(V UCM -V ORT )V TOT (10)
其中每个方差指标根据对应空间的自由度数归一化;VTOT代表总方差。当ΔV>0表明存在稳定协同ΔV越大代表协同效应越强。根据协同指数,计算最终评估手部精准抓握功能的指标。where each variance index is normalized according to the number of degrees of freedom in the corresponding space; V TOT represents the total variance. When ΔV>0, it indicates the existence of stable synergy. The larger the ΔV, the stronger the synergistic effect. According to the synergy index, the final index for evaluating the precise grasping function of the hand is calculated.
其中ΔVaverage为健康受试者对照组实验得到的协同指数。Among them, ΔV average is the synergy index obtained from the control experiment of healthy subjects.
本公开通过分析全手五指对于抓握过程中微小力矩改变时五指间的稳定协同性,对手部精准抓握功能进行准确测试,是对多通道动力学信号的分析。现有技术中主要针对拇指与食指双指抓握功能的评估,且评估算法与本申请并不相同。The present disclosure accurately tests the precise grasping function of the hand by analyzing the stability and synergy between the five fingers of the whole hand when the small torque changes during the grasping process, which is an analysis of multi-channel dynamic signals. The prior art mainly focuses on the evaluation of the two-finger grasping function of the thumb and the index finger, and the evaluation algorithm is different from that of the present application.
可以理解的是,在本说明书的描述中,参考术语“一实施例”、“另一实施例”、“其他实施例”、或“第一实施例~第N实施例”等的描述意指结合该实施例或示例描述的具体特征、结构、材料或者特点包含于本发明的至少一个实施例或示例中。在本说明书中,对上述术语的示意性表述不一定指的是相同的实施例或示例。而且,描述的具体特征、结构、材料者特点可以在任何的一个或多个实施例或示例中以合适的方式结合。It is to be understood that, in the description of this specification, referring to the description of the terms "an embodiment", "another embodiment", "other embodiment", or "the first embodiment to the Nth embodiment" etc. means A particular feature, structure, material, or characteristic described in connection with this embodiment or example is included in at least one embodiment or example of the present invention. In this specification, schematic representations of the above terms do not necessarily refer to the same embodiment or example. Furthermore, the particular features, structures, materials and characteristics described may be combined in any suitable manner in any one or more embodiments or examples.
以上所述仅为本公开的优选实施例而已,并不用于限制本公开,对于本领域的技术人员来说,本公开可以有各种更改和变化。凡在本公开的精神和原则之内,所作的任何修改、等同替换、改进等,均应包含在本公开的保护范围之内。The above descriptions are only preferred embodiments of the present disclosure, and are not intended to limit the present disclosure. For those skilled in the art, the present disclosure may have various modifications and changes. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present disclosure shall be included within the protection scope of the present disclosure.
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