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CN113869180A - Finger gesture sensing device and method based on wireless coupling resonance - Google Patents

Finger gesture sensing device and method based on wireless coupling resonance Download PDF

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CN113869180A
CN113869180A CN202111114872.7A CN202111114872A CN113869180A CN 113869180 A CN113869180 A CN 113869180A CN 202111114872 A CN202111114872 A CN 202111114872A CN 113869180 A CN113869180 A CN 113869180A
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吴周祎
皇甫江涛
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Abstract

本发明公开了一种基于无线耦合谐振的手指姿态传感装置和方法。该装置包括穿戴在手指上的无线耦合线圈组件,安装在手背上的信号激励和信号接收线圈,固定在手臂上的高频信号发生和反射信号测量模块;信号激励和信号接收线圈连接至高频信号发生和反射信号测量模块,高频信号发生部分输出高频交流信号,通过信号激励和信号接收线圈与手指上的多个无线耦合线圈通过无线耦合;高频反射信号测量部分测量信号激励和信号接收线圈接收到的反射信号的频率和幅度,从反射信号的特征获得线圈安装部位手指的瞬时姿态。本发明对手指的活动影响小,不需要在手指上安装额外的主动传感器或进行复杂连线,具有系统部署简单、成本低、灵活性高的特点。

Figure 202111114872

The invention discloses a finger attitude sensing device and method based on wireless coupling resonance. The device includes a wireless coupling coil assembly worn on the finger, a signal excitation and signal receiving coil installed on the back of the hand, a high-frequency signal generation and reflection signal measurement module fixed on the arm; the signal excitation and signal receiving coils are connected to the high-frequency Signal generation and reflection signal measurement module, the high-frequency signal generation part outputs high-frequency AC signals, and the signal excitation and signal receiving coils are wirelessly coupled with multiple wireless coupling coils on the finger; the high-frequency reflection signal measurement part measures the signal excitation and signal The frequency and amplitude of the reflected signal received by the receiving coil are obtained, and the instantaneous posture of the finger at the installation site of the coil is obtained from the characteristics of the reflected signal. The invention has little influence on the movement of the finger, does not need to install additional active sensors on the finger or perform complex wiring, and has the characteristics of simple system deployment, low cost and high flexibility.

Figure 202111114872

Description

一种基于无线耦合谐振的手指姿态传感装置和方法A finger gesture sensing device and method based on wireless coupling resonance

技术领域technical field

本发明属于射频传感技术领域,具体涉及一种基于无线耦合谐振的手指姿态传感装置和方法。The invention belongs to the technical field of radio frequency sensing, and in particular relates to a finger gesture sensing device and method based on wireless coupling resonance.

背景技术Background technique

手部运动追踪和手势识别在评价人手功能时不可或缺,它们被大量应用在医学、手语交流和机械操作等领域。一类手势追踪的方法借助可见光、红外光、电磁波等,非接触式地照射人手并拍摄图片,通过图像处理算法提取人的手势。由于没有在手或手指上增设额外的传感器,非接触式方法对手指屈伸的限制很小。但是,手的活动范围往往被限制在光源、雷达等的照射范围内,并且照射方向上障碍物、被跟踪目标之间的重叠会极大地增加这类测量结果的不确定性。Hand motion tracking and gesture recognition are indispensable for evaluating human hand function, and they are widely used in fields such as medicine, sign language communication, and mechanical manipulation. A type of gesture tracking method uses visible light, infrared light, electromagnetic waves, etc., to non-contact irradiate human hands and take pictures, and extract human gestures through image processing algorithms. Since no additional sensors are added to the hand or fingers, the non-contact method has few limitations on flexion and extension of the fingers. However, the range of motion of the hand is often limited to the illumination range of light sources, radars, etc., and the overlap between obstacles and tracked targets in the illumination direction will greatly increase the uncertainty of such measurement results.

另一类方法是接触式的,在手指、手掌或手臂上设置各类传感器,从而分别监测每个手指或手指关节。接触式手势追踪技术不受照射源约束,使用者可以自由移动。此外,如果使用高精度传感器,对手势的追踪精度也可以相应提高。但是现有的接触式手势追踪技术往往需要穿戴手套,并将传感器电路板嵌入手套中与手指固定,通过电缆与控制器和电源连接,且每个手指要单独接收信号。这使得接触式手势追踪系统笨重臃肿且线路复杂,给手指的正常活动和灵活性带来限制。Another type of approach is tactile, where various types of sensors are placed on the finger, palm or arm to monitor each finger or finger joint individually. Contact gesture tracking technology is not constrained by the source of illumination, and the user can move freely. In addition, if high-precision sensors are used, the tracking accuracy of gestures can also be improved accordingly. However, the existing contact gesture tracking technology often requires wearing gloves, embedding the sensor circuit board in the glove and fixing it with the fingers, and connecting it to the controller and power supply through cables, and each finger needs to receive signals individually. This makes contact gesture tracking systems cumbersome, bloated and complicated, limiting normal finger movement and dexterity.

发明内容SUMMARY OF THE INVENTION

为了解决背景技术中存在的问题,本发明提出了一种基于无线耦合谐振的手指姿态传感装置和方法,包括穿戴在手指上的无线耦合线圈组件,安装在手背上的信号激励与信号接收线圈,和固定在手臂上的高频信号发生和反射信号测量模块,对手指的活动影响小,不需要在手指上安装额外的主动传感器或进行复杂的连线,具有系统部署简单、成本低、灵活性高的特点。In order to solve the problems existing in the background technology, the present invention proposes a finger gesture sensing device and method based on wireless coupling resonance, including a wireless coupling coil assembly worn on the finger, a signal excitation and signal receiving coil installed on the back of the hand , and the high-frequency signal generation and reflection signal measurement module fixed on the arm, which has little impact on the activity of the finger, does not require additional active sensors or complicated wiring on the finger, and has the advantages of simple system deployment, low cost, and flexibility. high sex characteristics.

本发明采用的具体技术方案如下:The concrete technical scheme adopted in the present invention is as follows:

一、一种基于无线耦合谐振的手指姿态传感装置1. A Finger Gesture Sensing Device Based on Wireless Coupling Resonance

包括多个穿戴在手指指节上的无线耦合线圈组件、安装在手背上的信号激励和信号接收线圈以及固定在手臂上的高频信号发生和反射信号测量模块;It includes multiple wireless coupling coil assemblies worn on the knuckles of fingers, signal excitation and signal receiving coils installed on the back of the hand, and high-frequency signal generation and reflected signal measurement modules fixed on the arm;

高频信号发生和反射信号测量模块与信号激励和信号接收线圈相连接;高频信号发生和反射信号测量模块包括高频信号发生部分和高频反射测量部分,高频信号发生部分通过信号激励和信号接收线圈发射频段在MHz-GHz的高频交流信号,高频反射测量部分测量信号激励和信号接收线圈在MHz到GHz工作频段内接收到的反射信号的频率和幅度;The high-frequency signal generation and reflection signal measurement module is connected with the signal excitation and signal receiving coil; the high-frequency signal generation and reflection signal measurement module includes a high-frequency signal generation part and a high-frequency reflection measurement part. The signal receiving coil transmits high-frequency AC signals in the MHz-GHz frequency band, and the high-frequency reflection measurement part measures the frequency and amplitude of the signal excitation and the reflected signal received by the signal receiving coil in the MHz to GHz working frequency band;

多个无线耦合线圈组件与信号激励和信号接收线圈无线耦合,多个无线耦合线圈之间相互谐振耦合;每个无线耦合线圈组件主要由无线耦合线圈和固定带组成,无线耦合线圈通过固定带固定在所追踪手指的每个指节上。Multiple wireless coupling coil assemblies are wirelessly coupled with signal excitation and signal receiving coils, and multiple wireless coupling coils are mutually resonantly coupled; each wireless coupling coil assembly is mainly composed of a wireless coupling coil and a fixed belt, and the wireless coupling coil is fixed by the fixed belt. on each knuckle of the tracked finger.

所述高频信号发生和反射信号测量模块包括环形耦合器、功率放大器、上变频混频器、下变频混频器、模数转换器、数模转换器、控制单元、数据输出单元、电池、本地振荡器和射频切换开关;The high-frequency signal generation and reflected signal measurement module includes a ring coupler, a power amplifier, an up-conversion mixer, a down-conversion mixer, an analog-to-digital converter, a digital-to-analog converter, a control unit, a data output unit, a battery, Local oscillator and RF switch;

在高频信号发生部分,控制单元输出低频信号,经数模转换器的低频信号与本地振荡器产生的高频信号通过上变频混频器混频,产生高频交流信号;高频交流信号经第一功率放大器放大后,再经环形耦合器和射频切换开关输出至信号激励和信号接收线圈;高频信号发生部分通过信号激励和信号接收线圈发射的高频交流信号一部分与无线耦合线圈耦合,一部分在各无线耦合线圈处被反射;In the high-frequency signal generation part, the control unit outputs a low-frequency signal, and the low-frequency signal from the digital-to-analog converter and the high-frequency signal generated by the local oscillator are mixed by an up-conversion mixer to generate a high-frequency AC signal; After the first power amplifier is amplified, it is then output to the signal excitation and signal receiving coil through the ring coupler and the radio frequency switch; the high-frequency signal generating part is coupled with the wireless coupling coil through the high-frequency AC signal emitted by the signal excitation and signal receiving coil. A part is reflected at each wireless coupling coil;

在高频反射测量部分,信号激励和信号接收线圈接收到的反射信号经射频切换开关和环形耦合器后输入第二功率放大器,经第二功率放大器放大后,通过下变频混频器下变频至低频信号,再经模数转换器输入控制单元,最终通过数据输出单元输出用于姿态分析的数据至计算机。In the high-frequency reflection measurement part, the reflected signal received by the signal excitation and signal receiving coil is input to the second power amplifier after passing through the RF switch and the ring coupler. After being amplified by the second power amplifier, it is down-converted to The low-frequency signal is then input to the control unit through the analog-to-digital converter, and finally the data for attitude analysis is output to the computer through the data output unit.

所述环形耦合器用于高频输出信号和高频反射信号之间的隔离;所述电池为电路各部分提供电力。The ring coupler is used for isolation between the high frequency output signal and the high frequency reflected signal; the battery provides power for each part of the circuit.

每个指节上戴一个或两个无线耦合线圈组件;所述固定带套装于手指的指节上,固定带材质为非金属;无线耦合线圈固定于固定带上,且轴向平行于或垂直于指节。One or two wireless coupling coil assemblies are worn on each knuckle; the fixing belt is sleeved on the knuckle of the finger, and the material of the fixing belt is non-metal; the wireless coupling coil is fixed on the fixing belt, and the axial direction is parallel or vertical on the knuckles.

各个所述的无线耦合线圈的谐振频率ωi需处在高频交流信号MHz-GHz的频率范围内;The resonant frequency ω i of each of the wireless coupling coils needs to be within the frequency range of the high-frequency AC signal MHz-GHz;

每个无线耦合线圈的谐振频率ωi通过下述计算得到:The resonant frequency ω i of each wireless coupling coil is obtained by the following calculation:

将信号激励和信号接收线圈编号为0,无线耦合线圈从指根到指尖编号为i,i=1,2,...,N,N为追踪手指上无线耦合线圈的个数;则任意两个无线耦合线圈之间的互感为

Figure BDA0003275210810000021
Figure BDA0003275210810000022
根据两个无线耦合线圈之间的位置关系,通过诺依曼公式(Neumann’s formula)计算任意两个无线耦合线圈之间的互感
Figure BDA0003275210810000031
Figure BDA0003275210810000032
由两个线圈i1,i2之间的位置即两个线圈i1,i2之间的距离和轴向的相对倾斜角决定;The signal excitation and signal receiving coils are numbered 0, and the wireless coupling coils are numbered i from the base of the finger to the fingertip, i=1, 2, ..., N, N is the number of wireless coupling coils on the tracking finger; The mutual inductance between the two wireless coupling coils is
Figure BDA0003275210810000021
and
Figure BDA0003275210810000022
According to the positional relationship between the two wireless coupling coils, the mutual inductance between any two wireless coupling coils is calculated by Neumann's formula
Figure BDA0003275210810000031
Figure BDA0003275210810000032
It is determined by the position between the two coils i 1 , i 2 , that is, the distance between the two coils i 1 , i 2 and the relative inclination angle of the axial direction;

信号激励和信号接收线圈与手指上的无线耦合线圈的阻抗矩阵为:The impedance matrix of the signal excitation and signal receiving coil and the wireless coupling coil on the finger is:

Figure BDA0003275210810000033
Figure BDA0003275210810000033

其中,U0为高频信号发生和反射信号测量模块的输出电压;I0,...,IN为各个线圈的电流;Z0为信号激励和信号接收线圈的阻抗值;Z1为无线耦合线圈的阻抗值,Z1=r1+jωL1+1/(jωC1),L1为无线耦合线圈的等效电感值,C1为无线耦合线圈的寄生电容值,ω为交流信号频率,j为复阻抗;M0i表示信号激励和信号接收线圈与第i个无线耦合线圈之间的互感,i=1,2,...,N;Among them, U 0 is the output voltage of the high - frequency signal generation and reflected signal measurement module ; I 0 , . The impedance value of the coupling coil, Z 1 =r 1 +jωL 1 +1/(jωC 1 ), L 1 is the equivalent inductance value of the wireless coupling coil, C 1 is the parasitic capacitance value of the wireless coupling coil, ω is the frequency of the AC signal , j is the complex impedance; M 0i represents the mutual inductance between the signal excitation and signal receiving coil and the i-th wireless coupling coil, i=1, 2,...,N;

根据阻抗矩阵可得,第i个无线耦合线圈的谐振频率ωi为:According to the impedance matrix, the resonant frequency ω i of the i-th wireless coupling coil is:

Figure BDA0003275210810000034
Figure BDA0003275210810000034

若无线耦合线圈的谐振频率ωi不处于高频交流信号的频率范围,则通过调整无线耦合线圈的线圈圈数等方式调整谐振频率ωiIf the resonance frequency ω i of the wireless coupling coil is not in the frequency range of the high-frequency AC signal, the resonance frequency ω i is adjusted by adjusting the number of turns of the wireless coupling coil or the like.

二、采用上述装置的一种基于无线耦合谐振的手指姿态传感方法2. A method of finger gesture sensing based on wireless coupling resonance using the above device

包括以下步骤:Include the following steps:

1)在所追踪的手指指节上穿戴无线耦合线圈组件,高频信号发生部分输出高频信号,通过信号激励与信号接收线圈以耦合的方式传递至追踪手指上的无线耦合线圈;1) Wear a wireless coupling coil assembly on the tracked finger knuckles, and the high-frequency signal generating part outputs a high-frequency signal, which is transmitted to the wireless coupling coil on the tracking finger in a coupled manner through the signal excitation and signal receiving coil;

2)高频反射测量部分测量信号激励和信号接收线圈接收的反射信号的频率和幅度,记作G(ω,A),其中ω为反射信号频率,A为对应的反射信号幅度;2) The high-frequency reflection measurement part measures the frequency and amplitude of the signal excitation and the reflected signal received by the signal receiving coil, denoted as G(ω, A), where ω is the reflected signal frequency, and A is the corresponding reflected signal amplitude;

3)从反射信号G(ω,A)对应的曲线中获取所有极大值点的频率和幅度,组成频率特征方程y=f(ω,A),通过求解优化问题得到当前反射信号最接近的频率特征,根据最接近的频率特征得到各线圈之间的位置,从而完成手指姿态的获取。3) Obtain the frequencies and amplitudes of all maximal points from the curve corresponding to the reflected signal G(ω, A), form the frequency characteristic equation y=f(ω, A), and obtain the closest value of the current reflected signal by solving the optimization problem. Frequency feature, the position between each coil is obtained according to the closest frequency feature, so as to complete the acquisition of finger posture.

所述各线圈之间的位置包括各线圈之间的距离和相对倾斜角,线圈之间的距离为相邻两线圈中心之间的距离,线圈之间的相对倾斜角为相邻两线圈中心轴之间的夹角。The position between the coils includes the distance between the coils and the relative inclination angle, the distance between the coils is the distance between the centers of two adjacent coils, and the relative inclination angle between the coils is the central axis of the two adjacent coils. the angle between.

所述步骤3)具体为:Described step 3) is specifically:

3.1)从反射信号G(ω,A)对应的曲线中获取所有极大值点的频率和幅度,组成频率特征方程y=f(ω,A);各极大值点的频率即为各无线耦合线圈的谐振频率ωi3.1) Obtain the frequencies and amplitudes of all maximum points from the curve corresponding to the reflected signal G(ω, A) to form a frequency characteristic equation y=f(ω, A); the frequency of each maximum point is the frequency of each wireless the resonant frequency ω i of the coupled coil;

基于频率特征方程求解下式的优化问题,得到最接近的频率特征Fp(ω,A):Based on the frequency characteristic equation, solve the optimization problem of the following formula, and obtain the closest frequency characteristic F p (ω, A):

Figure BDA0003275210810000041
Figure BDA0003275210810000041

其中,

Figure BDA0003275210810000042
为互感频率特征字典中所有频率特征的集合;in,
Figure BDA0003275210810000042
is the set of all frequency features in the mutual inductance frequency feature dictionary;

3.2)构建互感频率特征字典;3.2) Build a dictionary of mutual inductance frequency characteristics;

3.3)在互感频率特征字典中,根据最接近的频率特征Fp(ω,A)获取当前反射信号下各无线耦合线圈的位置关系Sp(d1,...,dN,θ1,...,θN),其中,di,θi分别为第i与第(i-1)个线圈之间的距离和相对倾斜角,i=1,...,N;3.3) In the mutual inductance frequency feature dictionary, obtain the positional relationship Sp ( d 1 ,...,d N , θ 1 , θ 1 , of each wireless coupling coil under the current reflected signal according to the closest frequency feature F p (ω, A), ..., θ N ), where d i , θ i are the distance and relative inclination angle between the ith and (i-1)th coils, respectively, i=1, ..., N;

由于每个线圈佩戴后在手指上的位置是固定的,因此根据各个无线耦合线圈的位置Sp(d1,...,dN,θ1,...,θN)即得手指姿态。Since the position of each coil on the finger after wearing is fixed, the finger posture can be obtained according to the position Sp ( d 1 , . . . , d N , θ 1 , . . . , θ N ) of each wireless coupling coil. .

所述步骤3.2)具体为:The step 3.2) is specifically:

根据手指姿态识别的精度要求,从卷曲到完全伸直,定义P种不同的手指姿态,每种手指姿态对应的各无线耦合线圈的位置关系记为:According to the accuracy requirements of finger gesture recognition, from curling to fully straightening, P different finger gestures are defined, and the positional relationship of each wireless coupling coil corresponding to each finger gesture is recorded as:

Sp(d1,...,dN,θ1,...,θN),p=1,2,...,P;Sp ( d 1 , . . . , d N , θ 1 , . . . , θ N ), p=1, 2, . . . , P;

佩戴传感装置后进行系统标定,测量P种姿态的反射信号并提取极大值点的频率和幅度,将所有姿态对应的各组频率特征方程F(ω,A)组成集合

Figure BDA0003275210810000043
根据手指姿态及对应的频率特征,获得互感频率特征字典,具体为:After wearing the sensor device, perform system calibration, measure the reflected signals of P attitudes, extract the frequency and amplitude of the maximum point, and form a set of each group of frequency characteristic equations F(ω, A) corresponding to all attitudes
Figure BDA0003275210810000043
According to the finger posture and the corresponding frequency features, the mutual inductance frequency feature dictionary is obtained, specifically:

Figure BDA0003275210810000044
Figure BDA0003275210810000044

在追踪多根手指时,所有追踪的手指上均需穿戴无线耦合线圈组件,并在手背上安装每根追踪手指对应的信号激励与信号接收线圈,每根手指对应一个信号激励与信号接收线圈;When tracking multiple fingers, all tracked fingers need to wear wireless coupling coil components, and install signal excitation and signal receiving coils corresponding to each tracking finger on the back of the hand, and each finger corresponds to a signal excitation and signal receiving coil;

每个信号激励与信号接收线圈均通过射频切换开关连接至环形耦合器,然后进入高频信号发生和反射信号测量模块的后续电路;射频切换开关在各个信号激励与信号接收线圈之间切换,同一时刻只导通一个信号激励与信号接收线圈;在识别出每根手指的瞬时姿态后将所有追踪手指的姿态组合,完成手势识别。Each signal excitation and signal receiving coil is connected to the ring coupler through a radio frequency switch, and then enters the subsequent circuit of the high-frequency signal generation and reflected signal measurement module; the radio frequency switch switches between each signal excitation and signal receiving coil, and the same Only one signal excitation and signal receiving coil is turned on at any time; after recognizing the instantaneous posture of each finger, the postures of all tracked fingers are combined to complete gesture recognition.

本发明具有的有益效果是:The beneficial effects that the present invention has are:

1)本发明利用线圈间的无线耦合原理,在手指上固定无线耦合线圈,通过测量反射信号工作频段的频率幅度特征获得无线耦合线圈的谐振状态,以此反推线圈之间的相对位置和倾角,从而获得手指的瞬时姿态。如果同时追踪多个手指,并将手指的瞬时姿态进行组合,可以实现手势识别。1) The present invention uses the principle of wireless coupling between coils, fixes the wireless coupling coil on the finger, and obtains the resonance state of the wireless coupling coil by measuring the frequency amplitude characteristics of the working frequency band of the reflected signal, so as to reverse the relative position and inclination between the coils. , so as to obtain the instantaneous gesture of the finger. Gesture recognition can be achieved if multiple fingers are tracked at the same time and the instantaneous gestures of the fingers are combined.

2)本发明系统不需要在手指上安装额外的主动传感器或进行复杂连线,不会影响手指的正常活动或降低手指功能,系统部署简单、灵活性高。2) The system of the present invention does not need to install additional active sensors on the finger or perform complicated wiring, and will not affect the normal movement of the finger or reduce the function of the finger, and the system is simple to deploy and has high flexibility.

附图说明Description of drawings

图1是本发明系统追踪单个手指的结构示意图。FIG. 1 is a schematic structural diagram of the system of the present invention tracking a single finger.

图2是本发明高频信号发生和反射信号测量模块的工作原理示意图。FIG. 2 is a schematic diagram of the working principle of the high-frequency signal generation and reflected signal measurement module of the present invention.

图3是本发明系统在两种不同手指姿态下无线耦合线圈相对位置的示意图。3 is a schematic diagram of the relative positions of the wireless coupling coils in the system of the present invention under two different finger gestures.

图4是本发明系统追踪多个手指的结构示意图。FIG. 4 is a schematic structural diagram of the system of the present invention tracking multiple fingers.

图中:无线耦合线圈组件1、无线耦合线圈101、固定带102、信号激励和信号接收线圈2、高频信号发生和反射信号测量模块3、环形耦合器301、功率放大器302、上变频混频器303、下变频混频器304、模数转换器305、数模转换器306、控制单元307、数据输出单元308、电池309、本地振荡器310和射频切换开关311。In the figure: wireless coupling coil assembly 1, wireless coupling coil 101, fixed belt 102, signal excitation and signal receiving coil 2, high-frequency signal generation and reflected signal measurement module 3, ring coupler 301, power amplifier 302, up-conversion frequency mixing 303 , down-conversion mixer 304 , analog-to-digital converter 305 , digital-to-analog converter 306 , control unit 307 , data output unit 308 , battery 309 , local oscillator 310 and radio frequency switch 311 .

具体实施方式Detailed ways

下面结合附图和实施例对本发明做详细说明。The present invention will be described in detail below with reference to the accompanying drawings and embodiments.

如图1所示,本发明包括穿戴在手指上的无线耦合线圈组件1,安装在手背上的信号激励和信号接收线圈2,和固定在手臂上的高频信号发生和反射信号测量模块3。信号激励和信号接收线圈2连接至高频信号发生和反射信号测量模块3。高频信号发生和反射信号测量模块3的高频信号发生部分产生一定频段(100MHz-5GHz)的高频交流信号,输出至信号激励和信号接收线圈2。信号激励和信号接收线圈2与穿戴在手指指节上的无线耦合线圈101耦合,并且无线耦合线圈101之间相互谐振耦合。高频信号发生和反射信号测量模块3的高频反射测量部分测量信号激励和信号接收线圈2处工作频段的反射信号的频率和幅度,并从反射信号的特征中反推手指的瞬时姿态。As shown in FIG. 1 , the present invention includes a wireless coupling coil assembly 1 worn on the finger, a signal excitation and signal receiving coil 2 installed on the back of the hand, and a high-frequency signal generation and reflection signal measurement module 3 fixed on the arm. The signal excitation and signal receiving coil 2 is connected to the high frequency signal generating and reflected signal measuring module 3 . The high-frequency signal generating part of the high-frequency signal generating and reflected signal measuring module 3 generates a high-frequency AC signal of a certain frequency band (100MHz-5GHz), and outputs it to the signal excitation and signal receiving coil 2 . The signal excitation and signal receiving coils 2 are coupled with the wireless coupling coils 101 worn on the knuckles of the fingers, and the wireless coupling coils 101 are mutually resonantly coupled. The high-frequency reflection measurement part of the high-frequency signal generation and reflected signal measurement module 3 measures the frequency and amplitude of the reflected signal at the working frequency band of the signal excitation and signal receiving coil 2, and infers the instantaneous gesture of the finger from the characteristics of the reflected signal.

无线耦合线圈组件1由无线耦合线圈101和固定带102组成。固定带102的材质为非金属。无线耦合线圈101通过固定带固定在所追踪的手指的指节上,每个指节戴一个或两个无线耦合线圈组件。图1所示的无线耦合线圈的轴向平行于所在手指的指节。而无线耦合线圈的轴向可以平行于所在的指节,也可以垂直于指节。The wireless coupling coil assembly 1 is composed of a wireless coupling coil 101 and a fixing belt 102 . The material of the fixing belt 102 is non-metal. The wireless coupling coil 101 is fixed on the knuckles of the tracked finger by a fixing strap, and each knuckle wears one or two wireless coupling coil assemblies. The axial direction of the wireless coupling coil shown in Figure 1 is parallel to the phalanx of the finger. The axial direction of the wireless coupling coil can be parallel to the knuckle where it is located, or it can be perpendicular to the knuckle.

如图2所示,高频信号发生和反射信号测量模块3包括环形耦合器301、功率放大器302、上变频混频器303、下变频混频器304、模数转换器305、数模转换器306、控制单元307、数据输出单元308、电池309、本地振荡器310和射频切换开关311。射频切换开关311经环形耦合器301形成两路分支,高频信号发生部分的分支和高频反射测量部分的分支;高频信号发生部分的分支包括依次连接的第一功率放大器302、上变频混频器303和数模转换器306,与控制单元307相连的本地振荡器310连接至上变频混频器303;高频反射测量部分的分支包括依次连接的第二功率放大器302、下变频混频器304、模数转换器305,数模转换器306、模数转换器305经控制单元307连接至数据输出单元308。As shown in FIG. 2, the high-frequency signal generation and reflected signal measurement module 3 includes a ring coupler 301, a power amplifier 302, an up-conversion mixer 303, a down-conversion mixer 304, an analog-to-digital converter 305, and a digital-to-analog converter 306 , a control unit 307 , a data output unit 308 , a battery 309 , a local oscillator 310 and a radio frequency switch 311 . The radio frequency switch 311 forms two branches through the ring coupler 301, the branch of the high-frequency signal generation part and the branch of the high-frequency reflection measurement part; frequency converter 303 and digital-to-analog converter 306, the local oscillator 310 connected to the control unit 307 is connected to the up-conversion mixer 303; the branch of the high-frequency reflection measurement part includes the second power amplifier 302, the down-conversion mixer connected in sequence 304 , the analog-to-digital converter 305 , the digital-to-analog converter 306 , and the analog-to-digital converter 305 are connected to the data output unit 308 via the control unit 307 .

在高频信号发生部分,控制单元307输出低频信号,经数模转换器306通过上变频混频器303与本地振荡器310产生的高频信号混频,产生高频交流信号,经功率放大器302放大,输出至信号激励和信号接收线圈2,向外发射。高频交流信号一部分与无线耦合线圈101耦合,一部分被反射,由高频信号发生和反射信号测量模块3的高频反射测量电路对反射信号进行测量。在高频反射测量部分,反射信号经功率放大器302放大后,通过下变频混频器304下变频至低频信号,通过模数转换器305至控制单元307,并最终通过数据输出单元308输出反射信号以进行后续数据处理。控制单元307对电路各个部分进行控制和功能调度。环形耦合器301用于高频输出信号和高频反射信号之间的隔离。电池309为电路各部分提供电力。In the high-frequency signal generation part, the control unit 307 outputs a low-frequency signal, which is mixed with the high-frequency signal generated by the local oscillator 310 through the digital-to-analog converter 306 through the up-conversion mixer 303 to generate a high-frequency AC signal, which is passed through the power amplifier 302. Amplify, output to signal excitation and signal receiving coil 2, and transmit it to the outside. A part of the high-frequency AC signal is coupled with the wireless coupling coil 101 , and a part is reflected, and the reflected signal is measured by the high-frequency reflection measurement circuit of the high-frequency signal generation and reflected signal measurement module 3 . In the high-frequency reflection measurement part, after the reflected signal is amplified by the power amplifier 302, it is down-converted to a low-frequency signal through the down-conversion mixer 304, sent to the control unit 307 through the analog-to-digital converter 305, and finally output the reflected signal through the data output unit 308. for subsequent data processing. The control unit 307 performs control and function scheduling for each part of the circuit. The ring coupler 301 is used for isolation between the high frequency output signal and the high frequency reflected signal. A battery 309 provides power to various parts of the circuit.

结合图1和图3,在高频交流信号的激励下,信号激励和信号接收线圈2与手指上的无线耦合线圈101耦合,无线耦合线圈101之间相互谐振耦合。信号激励和信号接收线圈的阻抗值为Z0,固定于手指上的无线耦合线圈101的阻抗值为Z1,Z1=r1+jωL1+1/(jωC1),其中r1为无线耦合线圈101的阻值,L1为等效电感值,C1为寄生电容值,ω为交流信号频率,j为复阻抗。将信号激励和信号接收线圈2编号为0,无线耦合线圈101从指根到指尖编号为i,i=1,2,...,N,N为该手指上无线耦合线圈101的个数。则任意两个无线耦合线圈之间的互感为

Figure BDA0003275210810000061
Figure BDA0003275210810000062
Figure BDA0003275210810000063
由两个线圈i1,i2之间的距离和轴向的相对倾斜角决定;根据两个无线耦合线圈之间的位置关系,通过诺依曼公式(Neumann's formula)计算任意两个无线耦合线圈之间的互感
Figure BDA0003275210810000064
Figure BDA0003275210810000065
由两个线圈i1,i2之间的位置即两个线圈i1,i2之间的距离和轴向的相对倾斜角决定;1 and 3 , under the excitation of a high-frequency AC signal, the signal excitation and signal receiving coil 2 is coupled with the wireless coupling coil 101 on the finger, and the wireless coupling coils 101 are mutually resonantly coupled. The impedance value of the signal excitation and signal receiving coil is Z 0 , the impedance value of the wireless coupling coil 101 fixed on the finger is Z 1 , Z 1 =r 1 +jωL 1 +1/(jωC 1 ), where r 1 is the wireless The resistance value of the coupling coil 101, L 1 is the equivalent inductance value, C 1 is the parasitic capacitance value, ω is the frequency of the AC signal, and j is the complex impedance. The signal excitation and signal receiving coils 2 are numbered as 0, and the wireless coupling coils 101 are numbered as i from the base of the finger to the fingertip, i=1, 2, . . Then the mutual inductance between any two wireless coupling coils is
Figure BDA0003275210810000061
and
Figure BDA0003275210810000062
Figure BDA0003275210810000063
It is determined by the distance between the two coils i 1 , i 2 and the relative inclination angle of the axial direction; according to the positional relationship between the two wireless coupling coils, any two wireless coupling coils are calculated by Neumann's formula mutual inductance
Figure BDA0003275210810000064
Figure BDA0003275210810000065
It is determined by the position between the two coils i 1 , i 2 , that is, the distance between the two coils i 1 , i 2 and the relative inclination angle of the axial direction;

在高频信号激励下,信号激励和信号接收线圈2与手指上的无线耦合线圈101的阻抗矩阵为:Under high-frequency signal excitation, the impedance matrix of the signal excitation and signal receiving coil 2 and the wireless coupling coil 101 on the finger is:

Figure BDA0003275210810000071
Figure BDA0003275210810000071

其中,U0为高频信号发生和反射信号测量模块3的输出电压,I0,...,IN为各个线圈的电流。Z0为信号激励和信号接收线圈2的阻抗值;Z1为无线耦合线圈(101)的阻抗值,Z1=r1+jωL1+1/(jωC1),L1为无线耦合线圈的等效电感值,C1为无线耦合线圈的寄生电容值,M0i表示信号激励和信号接收线圈与第i个无线耦合线圈之间的互感,i=1,2,...,N;Wherein, U 0 is the output voltage of the high - frequency signal generation and reflected signal measurement module 3 , and I 0 , . . . , IN are the currents of the respective coils. Z 0 is the impedance value of the signal excitation and signal receiving coil 2; Z 1 is the impedance value of the wireless coupling coil (101), Z 1 =r 1 +jωL 1 +1/(jωC 1 ), L 1 is the wireless coupling coil Equivalent inductance value, C 1 is the parasitic capacitance value of the wireless coupling coil, M 0i is the mutual inductance between the signal excitation and signal receiving coil and the ith wireless coupling coil, i=1, 2,...,N;

根据阻抗矩阵可得,第i个(i=1,2,...,N)无线耦合线圈101的谐振频率ωi为:According to the impedance matrix, the resonant frequency ω i of the ith (i=1, 2, . . . , N) wireless coupling coil 101 is:

Figure BDA0003275210810000072
Figure BDA0003275210810000072

测量反射信号G(ω,A),从中提取极值点的频率和幅度,组成频率特征方程y=f(ω,A)。当前姿态所对应的激励线圈、各无线耦合线圈之间的互感值可以通过如下优化问题获得:Measure the reflected signal G(ω, A), extract the frequency and amplitude of the extreme point from it, and form the frequency characteristic equation y=f(ω, A). The excitation coil corresponding to the current attitude and the mutual inductance between each wireless coupling coil can be obtained through the following optimization problem:

Figure BDA0003275210810000073
Figure BDA0003275210810000073

其中,

Figure BDA0003275210810000074
为互感频率特征字典中的频率特征。in,
Figure BDA0003275210810000074
is the frequency feature in the mutual inductance frequency feature dictionary.

(1)式通过计算测量结果所得的f(ω,A)与互感频率特征字典中标定的各个频率特征F(ω,A)之间范数2的最小值来判断当前所测得的反射信号最接近哪一个频率特征F。根据最接近的频率特征Fp(ω,A)获取当前反射信号下各无线耦合线圈的位置关系Sp(d1,...,dN,θ1,...,θN),由于佩戴后每个线圈在手指上的位置是固定的,从位置关系中即可获得手指姿态。Formula (1) judges the currently measured reflected signal by calculating the minimum value of norm 2 between f(ω, A) obtained from the measurement result and each frequency feature F(ω, A) calibrated in the mutual inductance frequency feature dictionary Which frequency feature F is closest to. Obtain the positional relationship Sp ( d 1 , . . . , d N , θ 1 , . After wearing, the position of each coil on the finger is fixed, and the finger posture can be obtained from the positional relationship.

互感频率特征字典通过佩戴装置后首先进行的系统标定建立。按照手指姿态识别的精度要求,从卷曲到完全伸直,定义P种不同的手指姿态,每种手指姿态对应的各无线耦合线圈的位置关系记为:Sp(d1,...,dN,θ1,...,θN),p=1,2,...,P;The mutual inductance frequency feature dictionary is established by the first system calibration after wearing the device. According to the accuracy requirements of finger gesture recognition, from curling to fully straightening, P different finger gestures are defined, and the positional relationship of each wireless coupling coil corresponding to each finger gesture is recorded as: S p (d 1 ,...,d N , θ 1 , ..., θ N ), p=1, 2, ..., P;

佩戴传感装置后进行系统标定,测量P种姿态的反射信号并提取极大值点的频率和幅度,将所有姿态对应的各组频率特征方程F(ω,A)组成集合

Figure BDA0003275210810000075
根据手指姿态及对应的频率特征,获得互感频率特征字典,具体为:After wearing the sensor device, perform system calibration, measure the reflected signals of P attitudes, extract the frequency and amplitude of the maximum point, and form a set of each group of frequency characteristic equations F(ω, A) corresponding to all attitudes
Figure BDA0003275210810000075
According to the finger posture and the corresponding frequency features, the mutual inductance frequency feature dictionary is obtained, specifically:

Figure BDA0003275210810000076
Figure BDA0003275210810000076

Figure BDA0003275210810000081
Figure BDA0003275210810000081

由于佩戴后每个线圈在手指上的位置是固定的,从位置关系S(d1,...,dN,θ1,...,θN)中即可获得手指姿态。Since the position of each coil on the finger is fixed after wearing, the finger posture can be obtained from the positional relationship S(d 1 , . . . , d N , θ 1 , . . . , θ N ).

在追踪多根手指的情况下,所要追踪的手指上均需穿戴无线耦合线圈组件,并在手背上安装对应手指的信号激励与信号接收线圈,识别出每根手指的瞬时姿态后将手指组合,可以完成手势识别。In the case of tracking multiple fingers, all the fingers to be tracked need to wear wireless coupling coil components, and the signal excitation and signal receiving coils corresponding to the fingers are installed on the back of the hand, and the fingers are combined after recognizing the instantaneous posture of each finger. Gesture recognition can be done.

每一根手指对应一个信号激励与信号接收线圈,信号激励与信号接收线圈通过射频切换开关连接至环形耦合器,然后进入高频信号发生和反射信号测量模块的后续电路。射频切换开关在各个信号激励与信号接收线圈之间切换,同一时刻只导通一个信号激励与信号接收线圈,也即同一时刻只识别一根手指的姿态。Each finger corresponds to a signal excitation and signal receiving coil, and the signal excitation and signal receiving coil are connected to the ring coupler through the radio frequency switch, and then enter the subsequent circuit of the high-frequency signal generation and reflected signal measurement module. The RF switch switches between each signal excitation and signal receiving coil, and only one signal excitation and signal receiving coil is turned on at the same time, that is, only the gesture of one finger is recognized at the same time.

本发明的具体实施工作呈如下:The specific implementation work of the present invention is as follows:

如图1所示,固定在手臂上的高频信号发生和反射信号测量模块3产生一定频段的高频交流信号,并通过信号激励与信号接收线圈2发射。信号激励与信号接收线圈2与穿戴在手指上的无线耦合线圈101耦合,无线耦合线圈101之间相互谐振耦合。信号激励与信号接收线圈2的阻抗值设为Z0,无线耦合线圈101的阻抗值为Z1,Z1=r1+jωL1+1/(jωC1),其中r1为无线耦合线圈101的阻值,L1为等效电感值,C1为寄生电容值,ω为交流信号频率。As shown in FIG. 1 , the high-frequency signal generation and reflection signal measurement module 3 fixed on the arm generates a high-frequency AC signal of a certain frequency band, and is transmitted through the signal excitation and signal receiving coil 2 . The signal excitation and signal receiving coil 2 is coupled with the wireless coupling coil 101 worn on the finger, and the wireless coupling coils 101 are mutually resonantly coupled. The impedance value of the signal excitation and signal receiving coil 2 is set to Z 0 , the impedance value of the wireless coupling coil 101 is Z 1 , Z 1 =r 1 +jωL 1 +1/(jωC 1 ), where r 1 is the wireless coupling coil 101 The resistance value, L 1 is the equivalent inductance value, C 1 is the parasitic capacitance value, and ω is the frequency of the AC signal.

如图2所示,高频信号发生和反射信号测量模块3的控制单元307输出低频信号,经数模转换器306通过上变频混频器303与本地振荡器310产生的高频信号混频,产生100MHz-5GHz的高频交流信号,高频交流信号经功率放大器302放大,输出至信号激励和信号接收线圈2。高频交流信号一部分与无线耦合线圈101耦合,一部分被反射,反射信号经功率放大器302放大后,通过下变频混频器304下变频至低频信号,通过模数转换器305至控制单元307,并最终通过数据输出单元308输出以进行后续数据处理。控制单元307对电路各个部分进行控制和功能调度,环形耦合器301用于高频输出信号和高频反射信号之间的隔离。电池309为电路各部分提供电力。As shown in FIG. 2 , the control unit 307 of the high-frequency signal generation and reflected signal measurement module 3 outputs a low-frequency signal, which is mixed with the high-frequency signal generated by the local oscillator 310 through the digital-to-analog converter 306 through the up-conversion mixer 303 , A high-frequency AC signal of 100MHz-5GHz is generated, and the high-frequency AC signal is amplified by the power amplifier 302 and output to the signal excitation and signal receiving coil 2 . A part of the high-frequency AC signal is coupled with the wireless coupling coil 101, and a part is reflected. After the reflected signal is amplified by the power amplifier 302, it is down-converted to a low-frequency signal through the down-conversion mixer 304, and sent to the control unit 307 through the analog-to-digital converter 305. Finally, it is output through the data output unit 308 for subsequent data processing. The control unit 307 performs control and function scheduling for each part of the circuit, and the ring coupler 301 is used for isolation between the high-frequency output signal and the high-frequency reflected signal. A battery 309 provides power to various parts of the circuit.

将信号激励与信号接收线圈2编号为0,各个无线耦合线圈101从指根到指尖编号为i,i=1,2,...,N,N为该手指上无线耦合线圈101的个数。每个指节可以戴一个或两个无线耦合线圈组件。如图3所示,手指的第一和第三指节上各戴一个无线耦合线圈组件1,第二指节上穿戴了2个无线耦合线圈组件,因此N=4。任意两个线圈之间的互感为

Figure BDA0003275210810000091
Figure BDA0003275210810000092
Figure BDA0003275210810000093
由两个线圈i1,i2之间的距离和轴向的相对倾斜角决定;The signal excitation and signal receiving coils 2 are numbered 0, and each wireless coupling coil 101 is numbered i from the base of the finger to the fingertip, i=1, 2, . . . , N, and N is the number of wireless coupling coils 101 on the finger. number. One or two wirelessly coupled coil assemblies can be worn per knuckle. As shown in FIG. 3 , one wireless coupling coil assembly 1 is worn on the first and third phalanx of the finger, and two wireless coupling coil assemblies are worn on the second phalanx, so N=4. The mutual inductance between any two coils is
Figure BDA0003275210810000091
and
Figure BDA0003275210810000092
Figure BDA0003275210810000093
It is determined by the distance between the two coils i 1 , i 2 and the relative inclination angle of the axial direction;

在高频信号激励下,信号激励与信号接收线圈2与手指上的无线耦合线圈101的阻抗矩阵为:Under the excitation of the high frequency signal, the impedance matrix of the signal excitation and signal receiving coil 2 and the wireless coupling coil 101 on the finger is:

Figure BDA0003275210810000094
Figure BDA0003275210810000094

其中,U0为高频信号发生和反射信号测量模块3的输出电压,I0,...,I4为各个线圈的电流。Wherein, U 0 is the output voltage of the high-frequency signal generation and reflected signal measurement module 3 , and I 0 , . . . , I 4 are the currents of the respective coils.

第i个(i=1,2,3,4)无线耦合线圈101的谐振频率ωi为:The resonant frequency ω i of the i-th (i=1, 2, 3, 4) wireless coupling coil 101 is:

Figure BDA0003275210810000095
Figure BDA0003275210810000095

如图3中手指姿态1与手指姿态2,当手指的姿态改变时,各无线耦合线圈101之间的相对位置发生变化,各无线耦合线圈101的谐振频率也随之改变。根据要求的手指姿态识别精度,将手指由卷曲到完全伸直的姿态大致平均分为7种,在佩戴好装置后首先进行系统标定,每种手指姿态对应的各无线耦合线圈的位置关系记为:As shown in Fig. 3, the finger posture 1 and the finger posture 2, when the posture of the finger changes, the relative positions of the wireless coupling coils 101 change, and the resonant frequency of the wireless coupling coils 101 also changes. According to the required finger posture recognition accuracy, the postures of the fingers from curling to fully straightening are roughly divided into 7 types. After wearing the device, the system is first calibrated. The positional relationship of each wireless coupling coil corresponding to each finger posture is marked as :

Sp(d1,...,d4,θ1,...,θ4),p=1,2,...,7;Sp ( d 1 ,..., d 4 , θ 1 ,..., θ 4 ), p=1, 2,..., 7;

测量7种姿态的反射信号并分别提取极值点的频率和幅度组成频率特征方程F(ω,A)。建立互感频率特征字典如下:The reflected signals of the seven attitudes are measured and the frequency and amplitude of the extreme points are extracted to form the frequency characteristic equation F(ω, A). The establishment of the mutual inductance frequency feature dictionary is as follows:

Figure BDA0003275210810000096
Figure BDA0003275210810000096

测量反射信号G(ω,A)并获取对应曲线中所有极值点的频率和幅度,组成频率特征方程y=f(ω,A)。求解优化问题,得到最接近的频率特征Fp(ω,A):Measure the reflected signal G(ω, A) and obtain the frequencies and amplitudes of all extreme points in the corresponding curve to form a frequency characteristic equation y=f(ω, A). Solve the optimization problem to get the closest frequency feature F p (ω, A):

Figure BDA0003275210810000097
Figure BDA0003275210810000097

其中,

Figure BDA0003275210810000098
为互感频率特征字典中的频率特征。in,
Figure BDA0003275210810000098
is the frequency feature in the mutual inductance frequency feature dictionary.

在互感频率特征字典中,根据计算所得的频率特征Fp(ω,A)获取无线耦合线圈的位置关系S(d1,...,d4,θ1,...,θ4),其中di,θi,i=1,...,4分别为第i与第(i-1)个线圈之间的距离和线圈中心轴的夹角。由于佩戴后每个线圈在手指上的位置是固定的,从位置关系S(d1,...,d4,θ1,...,θ4)中即可获得手指姿态。In the mutual inductance frequency feature dictionary, the position relationship S( d 1 , . . . , d 4 , θ 1 , . where d i , θ i , i=1, . . . , 4 are the distance between the i-th coil and the (i-1)-th coil and the angle between the central axes of the coils, respectively. Since the position of each coil on the finger is fixed after wearing, the finger posture can be obtained from the positional relationship S(d 1 , . . . , d 4 , θ 1 , . . . , θ 4 ).

如图4所示,在追踪多根手指的情况下,所要追踪的手指上均需穿戴无线耦合线圈组件1,并且对应于每一根手指,需在手背上安装一个信号激励与信号接收线圈2。信号激励与信号接收线圈2通过射频切换开关311连接至环形耦合器301,然后进入高频信号发生和反射信号测量模块3的后续电路。射频切换开关311以每秒100次的速度在各个信号激励与信号接收线圈2之间切换,同一时刻只导通一个信号激励与信号接收线圈2。也即同一时刻只识别一根手指的姿态。由于射频切换开关311的切换速度为10ms,因此依次识别出每根手指的瞬时姿态后将其组合得到的使用者手势可以满足手势识别要求。As shown in Figure 4, in the case of tracking multiple fingers, the wireless coupling coil assembly 1 needs to be worn on the fingers to be tracked, and corresponding to each finger, a signal excitation and signal receiving coil 2 needs to be installed on the back of the hand . The signal excitation and signal receiving coil 2 is connected to the ring coupler 301 through the radio frequency switch 311 , and then enters the subsequent circuit of the high frequency signal generation and reflected signal measurement module 3 . The radio frequency switch 311 switches between each signal excitation and signal receiving coil 2 at a speed of 100 times per second, and only one signal excitation and signal receiving coil 2 is turned on at the same time. That is, the gesture of only one finger is recognized at the same time. Since the switching speed of the radio frequency switch 311 is 10ms, the user gesture obtained by sequentially recognizing the instantaneous gestures of each finger and combining them can meet the gesture recognition requirements.

Claims (10)

1.一种基于无线耦合谐振的手指姿态传感装置,其特征在于:包括多个穿戴在手指指节上的无线耦合线圈组件(1)、安装在手背上的信号激励和信号接收线圈(2)以及固定在手臂上的高频信号发生和反射信号测量模块(3);1. a finger gesture sensor device based on wireless coupling resonance, is characterized in that: comprising a plurality of wireless coupling coil assemblies (1) worn on finger knuckles, signal excitation and signal receiving coils (2) installed on the back of the hand ) and a high-frequency signal generation and reflection signal measurement module (3) fixed on the arm; 高频信号发生和反射信号测量模块(3)与信号激励和信号接收线圈(2)相连接;高频信号发生和反射信号测量模块(3)包括高频信号发生部分和高频反射测量部分,高频信号发生部分通过信号激励和信号接收线圈(2)发射频段在MHz-GHz的高频交流信号,高频反射测量部分测量信号激励和信号接收线圈(2)在MHz到GHz工作频段内接收到的反射信号的频率和幅度;The high-frequency signal generation and reflection signal measurement module (3) is connected with the signal excitation and signal receiving coil (2); the high-frequency signal generation and reflection signal measurement module (3) includes a high-frequency signal generation part and a high-frequency reflection measurement part, The high-frequency signal generating part transmits high-frequency AC signals in the MHz-GHz frequency band through the signal excitation and signal receiving coil (2), and the high-frequency reflection measuring part measures the signal excitation and signal receiving coil (2) in the MHz to GHz working frequency band to receive The frequency and amplitude of the reflected signal received; 多个无线耦合线圈组件(1)与信号激励和信号接收线圈(2)无线耦合,多个无线耦合线圈(101)之间相互谐振耦合;每个无线耦合线圈组件(1)主要由无线耦合线圈(101)和固定带(102)组成,无线耦合线圈(101)通过固定带(102)固定在所追踪手指的每个指节上。A plurality of wireless coupling coil assemblies (1) are wirelessly coupled with the signal excitation and signal receiving coils (2), and the plurality of wireless coupling coils (101) are mutually resonantly coupled; each wireless coupling coil assembly (1) is mainly composed of a wireless coupling coil (101) is composed of a fixing belt (102), and the wireless coupling coil (101) is fixed on each phalanx of the tracked finger through the fixing belt (102). 2.根据权利要求1所述的一种基于无线耦合谐振的手指姿态传感装置,其特征在于:所述高频信号发生和反射信号测量模块(3)包括环形耦合器(301)、功率放大器(302)、上变频混频器(303)、下变频混频器(304)、模数转换器(305)、数模转换器(306)、控制单元(307)、数据输出单元(308)、电池(309)、本地振荡器(310)和射频切换开关(311);2. A finger gesture sensing device based on wireless coupling resonance according to claim 1, characterized in that: the high-frequency signal generation and reflected signal measurement module (3) comprises a ring coupler (301), a power amplifier (302), up-conversion mixer (303), down-conversion mixer (304), analog-to-digital converter (305), digital-to-analog converter (306), control unit (307), data output unit (308) , a battery (309), a local oscillator (310) and a radio frequency switch (311); 在高频信号发生部分,控制单元(307)输出低频信号,经数模转换器(306)的低频信号与本地振荡器(310)产生的高频信号通过上变频混频器(303)混频,产生高频交流信号;高频交流信号经第一功率放大器(302)放大后,再经环形耦合器(301)和射频切换开关(311)输出至信号激励和信号接收线圈(2);高频信号发生部分通过信号激励和信号接收线圈(2)发射的高频交流信号一部分与无线耦合线圈(101)耦合,一部分在各无线耦合线圈处被反射;In the high-frequency signal generation part, the control unit (307) outputs a low-frequency signal, and the low-frequency signal passed through the digital-to-analog converter (306) and the high-frequency signal generated by the local oscillator (310) are mixed by an up-conversion mixer (303). , generate a high-frequency AC signal; the high-frequency AC signal is amplified by the first power amplifier (302), and then output to the signal excitation and signal receiving coil (2) through the ring coupler (301) and the radio frequency switch (311); A part of the high-frequency AC signal emitted by the signal excitation and signal receiving coil (2) is coupled with the wireless coupling coil (101) by the frequency signal generating part, and a part is reflected at each wireless coupling coil; 在高频反射测量部分,信号激励和信号接收线圈(2)接收到的反射信号经射频切换开关(311)和环形耦合器(301)后输入第二功率放大器(302),经第二功率放大器(302)放大后,通过下变频混频器(304)下变频至低频信号,再经模数转换器(305)输入控制单元(307),最终通过数据输出单元(308)输出用于姿态分析的数据至计算机。In the high-frequency reflection measurement part, the reflected signal received by the signal excitation and signal receiving coil (2) is input to the second power amplifier (302) through the radio frequency switch (311) and the ring coupler (301), and the second power amplifier is passed through the second power amplifier. (302) After amplification, down-converted to a low-frequency signal through a down-conversion mixer (304), then input to a control unit (307) through an analog-to-digital converter (305), and finally output through a data output unit (308) for attitude analysis data to the computer. 3.根据权利要求2所述的一种基于无线耦合谐振的手指姿态传感装置,其特征在于:所述环形耦合器(301)用于高频输出信号和高频反射信号之间的隔离;所述电池(309)为电路各部分提供电力。3. A kind of finger gesture sensing device based on wireless coupling resonance according to claim 2, is characterized in that: described ring coupler (301) is used for isolation between high frequency output signal and high frequency reflection signal; The battery (309) provides power to various parts of the circuit. 4.根据权利要求1所述的一种基于无线耦合谐振的手指姿态传感装置,其特征在于:每个指节上戴一个或两个无线耦合线圈组件(1);所述固定带(102)套装于手指的指节上,固定带(102)材质为非金属;无线耦合线圈(101)固定于固定带(102)上,且轴向平行于或垂直于指节。4. A finger gesture sensing device based on wireless coupling resonance according to claim 1, characterized in that: one or two wireless coupling coil assemblies (1) are worn on each knuckle; the fixing belt (102) ) is fitted on the knuckles of the fingers, the material of the fixing band (102) is non-metal; the wireless coupling coil (101) is fixed on the fixing band (102), and the axial direction is parallel or perpendicular to the knuckles. 5.根据权利要求1所述的一种基于无线耦合谐振的手指姿态传感装置,其特征在于:各个所述的无线耦合线圈的谐振频率ωi需处在高频交流信号MHz-GHz的频率范围内;5. a kind of finger attitude sensing device based on wireless coupling resonance according to claim 1, is characterized in that: the resonance frequency ω i of each described wireless coupling coil needs to be in the frequency of high frequency alternating current signal MHz-GHz within the range; 每个无线耦合线圈的谐振频率ωi通过下述计算得到:The resonant frequency ω i of each wireless coupling coil is obtained by the following calculation: 将信号激励和信号接收线圈(2)编号为0,无线耦合线圈(101)从指根到指尖编号为i,i=1,2,...,N,N为追踪手指上无线耦合线圈(101)的个数;则任意两个无线耦合线圈之间的互感为
Figure FDA0003275210800000021
Figure FDA0003275210800000022
根据两个无线耦合线圈之间的位置关系,通过诺依曼公式计算任意两个无线耦合线圈之间的互感
Figure FDA0003275210800000023
The signal excitation and signal receiving coils (2) are numbered as 0, and the wireless coupling coils (101) are numbered i from the base of the finger to the fingertip. (101); the mutual inductance between any two wireless coupling coils is
Figure FDA0003275210800000021
and
Figure FDA0003275210800000022
According to the positional relationship between the two wireless coupling coils, the mutual inductance between any two wireless coupling coils is calculated by the Neumann formula
Figure FDA0003275210800000023
信号激励和信号接收线圈(2)与手指上的无线耦合线圈(101)的阻抗矩阵为:The impedance matrix of the signal excitation and signal receiving coil (2) and the wireless coupling coil (101) on the finger is:
Figure FDA0003275210800000024
Figure FDA0003275210800000024
其中,U0为高频信号发生和反射信号测量模块(3)的输出电压;I0,...,IN为各个线圈的电流;Z0为信号激励和信号接收线圈(2)的阻抗值;Z1为无线耦合线圈(101)的阻抗值,Z1=r1+jωL1+1/(jωC1),L1为无线耦合线圈的等效电感值,C1为无线耦合线圈的寄生电容值,ω为交流信号频率,j为复阻抗;M0i表示信号激励和信号接收线圈与第i个无线耦合线圈之间的互感,i=1,2,...,N;Wherein, U 0 is the output voltage of the high - frequency signal generation and reflected signal measurement module (3) ; I 0 , . Z 1 is the impedance value of the wireless coupling coil (101), Z 1 =r 1 +jωL 1 +1/(jωC 1 ), L 1 is the equivalent inductance value of the wireless coupling coil, and C 1 is the Parasitic capacitance value, ω is the frequency of the AC signal, j is the complex impedance; M 0i represents the mutual inductance between the signal excitation and signal receiving coil and the i-th wireless coupling coil, i=1, 2,...,N; 根据阻抗矩阵可得,第i个无线耦合线圈的谐振频率ωi为:According to the impedance matrix, the resonant frequency ω i of the i-th wireless coupling coil is:
Figure FDA0003275210800000025
Figure FDA0003275210800000025
若无线耦合线圈的谐振频率ωi不处于高频交流信号的频率范围,则通过调整无线耦合线圈的线圈圈数调整谐振频率ωiIf the resonance frequency ω i of the wireless coupling coil is not within the frequency range of the high-frequency AC signal, the resonance frequency ω i is adjusted by adjusting the number of turns of the wireless coupling coil.
6.采用权利要求1~5任一所述装置的一种基于无线耦合谐振的手指姿态传感方法,其特征在于,包括以下步骤:6. A wireless coupling resonance-based finger gesture sensing method using any one of the devices of claims 1 to 5, wherein the method comprises the following steps: 1)在所追踪的手指指节上穿戴无线耦合线圈组件(1),高频信号发生部分输出高频信号,通过信号激励与信号接收线圈(2)以耦合的方式传递至追踪手指上的无线耦合线圈(101);1) Wear the wireless coupling coil assembly (1) on the finger knuckles to be tracked, the high-frequency signal generating part outputs a high-frequency signal, and the signal excitation and the signal receiving coil (2) are coupled to transmit the wireless coupling on the tracking finger. a coupling coil (101); 2)高频反射测量部分测量信号激励和信号接收线圈(2)接收的反射信号的频率和幅度,记作G(ω,A),其中ω为反射信号频率,A为对应的反射信号幅度;2) The high-frequency reflection measurement part measures the frequency and amplitude of the signal excitation and the reflected signal received by the signal receiving coil (2), denoted as G(ω, A), where ω is the reflected signal frequency, and A is the corresponding reflected signal amplitude; 3)从反射信号G(ω,A)对应的曲线中获取所有极大值点的频率和幅度,组成频率特征方程y=f(ω,A),通过求解优化问题得到当前反射信号最接近的频率特征,根据最接近的频率特征得到各线圈之间的位置,从而完成手指姿态的获取。3) Obtain the frequencies and amplitudes of all maximal points from the curve corresponding to the reflected signal G(ω, A), form the frequency characteristic equation y=f(ω, A), and obtain the closest value of the current reflected signal by solving the optimization problem. Frequency feature, the position between each coil is obtained according to the closest frequency feature, so as to complete the acquisition of finger posture. 7.根据权利要求6所述的一种基于无线耦合谐振的手指姿态传感方法,其特征在于,所述各线圈之间的位置包括各线圈之间的距离和相对倾斜角,线圈之间的距离为相邻两线圈中心之间的距离,线圈之间的相对倾斜角为相邻两线圈中心轴之间的夹角。7 . The method for sensing finger gestures based on wireless coupling resonance according to claim 6 , wherein the positions between the coils include a distance and a relative inclination angle between the coils, and the The distance is the distance between the centers of two adjacent coils, and the relative inclination angle between the coils is the included angle between the central axes of the two adjacent coils. 8.根据权利要求6所述的一种基于无线耦合谐振的手指姿态传感方法,其特征在于,所述步骤3)具体为:8. a kind of finger gesture sensing method based on wireless coupling resonance according to claim 6, is characterized in that, described step 3) is specifically: 3.1)从反射信号G(ω,A)对应的曲线中获取所有极大值点的频率和幅度,组成频率特征方程y=f(ω,A);各极大值点的频率即为各无线耦合线圈的谐振频率ωi3.1) Obtain the frequencies and amplitudes of all maximum points from the curve corresponding to the reflected signal G(ω, A) to form a frequency characteristic equation y=f(ω, A); the frequency of each maximum point is the frequency of each wireless the resonant frequency ω i of the coupled coil; 基于频率特征方程求解下式的优化问题,得到最接近的频率特征Fp(ω,A):Based on the frequency characteristic equation, solve the optimization problem of the following formula, and obtain the closest frequency characteristic F p (ω, A):
Figure FDA0003275210800000031
Figure FDA0003275210800000031
其中,
Figure FDA0003275210800000032
为互感频率特征字典中所有频率特征的集合;
in,
Figure FDA0003275210800000032
is the set of all frequency features in the mutual inductance frequency feature dictionary;
3.2)构建互感频率特征字典;3.2) Build a dictionary of mutual inductance frequency characteristics; 3.3)在互感频率特征字典中,根据最接近的频率特征Fp(ω,A)获取当前反射信号下各无线耦合线圈的位置关系Sp(d1,…,dN,θ1,...,θN),其中,di,θi分别为第i与第(i-1)个线圈之间的距离和相对倾斜角,i=1,...,N;3.3) In the mutual inductance frequency feature dictionary, obtain the positional relationship Sp ( d 1 ,..., d N , θ 1 , .. ., θ N ), where d i , θ i are the distance and relative inclination angle between the ith and (i-1)th coils, respectively, i=1,...,N; 由于每个线圈佩戴后在手指上的位置是固定的,因此根据各个无线耦合线圈的位置Sp(d1,...,dN,θ1,...,θN)即得手指姿态。Since the position of each coil on the finger after wearing is fixed, the finger posture can be obtained according to the position Sp ( d 1 , . . . , d N , θ 1 , . . . , θ N ) of each wireless coupling coil. .
9.根据权利要求8所述的一种基于无线耦合谐振的手指姿态传感方法,其特征在于,所述步骤3.2)具体为:9. a kind of finger gesture sensing method based on wireless coupling resonance according to claim 8, is characterized in that, described step 3.2) is specifically: 根据手指姿态识别的精度要求,从卷曲到完全伸直,定义P种不同的手指姿态,每种手指姿态对应的各无线耦合线圈的位置关系记为:According to the accuracy requirements of finger gesture recognition, from curling to fully straightening, P different finger gestures are defined, and the positional relationship of each wireless coupling coil corresponding to each finger gesture is recorded as: Sp(d1,...,dN,θ1,...,θN),p=1,2,...,P;Sp ( d 1 , . . . , d N , θ 1 , . . . , θ N ), p=1, 2, . . . , P; 佩戴传感装置后进行系统标定,测量P种姿态的反射信号并提取极大值点的频率和幅度,将所有姿态对应的各组频率特征方程F(ω,A)组成集合
Figure FDA0003275210800000042
根据手指姿态及对应的频率特征,获得互感频率特征字典,具体为:
After wearing the sensor device, perform system calibration, measure the reflected signals of P attitudes, extract the frequency and amplitude of the maximum point, and form a set of each group of frequency characteristic equations F(ω, A) corresponding to all attitudes
Figure FDA0003275210800000042
According to the finger posture and the corresponding frequency features, the mutual inductance frequency feature dictionary is obtained, specifically:
Figure FDA0003275210800000041
Figure FDA0003275210800000041
10.根据权利要求7所述的一种基于无线耦合谐振的手指姿态传感方法,其特征在于,在追踪多根手指时,所有追踪的手指上均需穿戴无线耦合线圈组件(1),并在手背上安装每根追踪手指对应的信号激励与信号接收线圈(2);10. A kind of finger gesture sensing method based on wireless coupling resonance according to claim 7, it is characterized in that, when tracking multiple fingers, all the tracking fingers need to wear wireless coupling coil assembly (1), and A signal excitation and signal receiving coil (2) corresponding to each tracking finger is installed on the back of the hand; 每个信号激励与信号接收线圈(2)均通过射频切换开关(311)连接至环形耦合器(301);射频切换开关(311)在各个信号激励与信号接收线圈(2)之间切换,同一时刻只导通一个信号激励与信号接收线圈(2);在识别出每根手指的瞬时姿态后将所有追踪手指的姿态组合,完成手势识别。Each signal excitation and signal receiving coil (2) is connected to the ring coupler (301) through a radio frequency switch (311); the radio frequency switch (311) switches between each signal excitation and signal receiving coil (2), the same Only one signal excitation and signal receiving coil (2) is turned on at a time; after recognizing the instantaneous posture of each finger, the postures of all tracked fingers are combined to complete gesture recognition.
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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2024173128A1 (en) * 2023-02-16 2024-08-22 Microsoft Technology Licensing, Llc Muscle group movement tracking and conductive matter movement tracking using rf sensors

Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101019006A (en) * 2004-08-09 2007-08-15 传感垫有限公司 Inductive sensor
CN104076951A (en) * 2013-03-25 2014-10-01 崔伟 Hand cursor system, finger lock, finger action detecting method and gesture detection method
EP2876774A1 (en) * 2013-11-25 2015-05-27 Hand Held Products, Inc. Indicia-reading system
CN106787248A (en) * 2017-01-22 2017-05-31 无锡吾成互联科技有限公司 A kind of Hand gesture detection device based on wireless power mode
CN107678542A (en) * 2017-09-23 2018-02-09 武汉市烨震科技有限公司 A kind of finger ring class wearable device and man-machine interaction method
CN109085885A (en) * 2018-08-14 2018-12-25 李兴伟 Intelligent ring
CN109995121A (en) * 2019-05-05 2019-07-09 中国科学技术大学 Power-optimized many-to-many wireless charging device and control method
CN111200965A (en) * 2017-10-10 2020-05-26 威里利生命科学有限责任公司 Blood pressure estimation using finger wearable sensor array
US20210089126A1 (en) * 2019-09-24 2021-03-25 Arkh, Llc Smart Ring

Patent Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101019006A (en) * 2004-08-09 2007-08-15 传感垫有限公司 Inductive sensor
CN104076951A (en) * 2013-03-25 2014-10-01 崔伟 Hand cursor system, finger lock, finger action detecting method and gesture detection method
EP2876774A1 (en) * 2013-11-25 2015-05-27 Hand Held Products, Inc. Indicia-reading system
CN106787248A (en) * 2017-01-22 2017-05-31 无锡吾成互联科技有限公司 A kind of Hand gesture detection device based on wireless power mode
CN107678542A (en) * 2017-09-23 2018-02-09 武汉市烨震科技有限公司 A kind of finger ring class wearable device and man-machine interaction method
CN111200965A (en) * 2017-10-10 2020-05-26 威里利生命科学有限责任公司 Blood pressure estimation using finger wearable sensor array
CN109085885A (en) * 2018-08-14 2018-12-25 李兴伟 Intelligent ring
CN109995121A (en) * 2019-05-05 2019-07-09 中国科学技术大学 Power-optimized many-to-many wireless charging device and control method
US20210089126A1 (en) * 2019-09-24 2021-03-25 Arkh, Llc Smart Ring

Non-Patent Citations (4)

* Cited by examiner, † Cited by third party
Title
M.A.AHAMED: ""Based on wearable sensory device in 3D-printed humanoid: A new real-time sign language recognition system", 《MEASUREMENT》, vol. 168, no. 15, 15 January 2021 (2021-01-15) *
ZHOUYI WU等: ""Finger Gesture recognition based on wireless coupling resonance"", 《IEEE SENSORS JOURNAL》, vol. 23, no. 17, 1 September 2023 (2023-09-01) *
张瑶: ""基于多线圈MCR-WPT系统的磁信道估计"", 《》, 31 January 2021 (2021-01-31) *
都悦来;史丽萍;王帅;张庆宇;张春春;: "基于传感器的手指运动姿态监测", 黑龙江大学工程学报, no. 01 *

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2024173128A1 (en) * 2023-02-16 2024-08-22 Microsoft Technology Licensing, Llc Muscle group movement tracking and conductive matter movement tracking using rf sensors
US12073021B1 (en) 2023-02-16 2024-08-27 Microsoft Technology Licensing, Llc Conductive matter movement tracking using RF sensors

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