CN117309004A - Orthogonality static calibration method for triaxial fiber optic gyroscope - Google Patents
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Abstract
Description
技术领域Technical field
本发明属于光纤陀螺仪标定领域,尤其涉及三轴光纤陀螺仪正交性静态标定方法。The invention belongs to the field of fiber optic gyroscope calibration, and in particular relates to a three-axis fiber optic gyroscope orthogonal static calibration method.
背景技术Background technique
光纤陀螺是基于萨格奈克效应的传感仪器,它测量的原理是通过测量两束光的光程差来确定旋转角度和角速度,在惯性导航系统和海上寻北系统中得到了广泛的应用。光纤陀螺的标定和安装误差补偿是针对坐标系建立的数学模型,并进行该数学模型参数计算的过程。在光纤陀螺系统的安装过程中,需要将三个单轴光纤陀螺安装在对应基座上,这就会造成实际光纤陀螺传感器坐标系与理想载体坐标系之间存在不可忽略的安装误差。导致如图1所示的三轴不正交现象,会极大影响光纤陀螺的输出精度,因此必须对此系统进行正交性校正。Fiber optic gyroscope is a sensing instrument based on the Sagnac effect. Its measurement principle is to determine the rotation angle and angular velocity by measuring the optical path difference of two beams of light. It has been widely used in inertial navigation systems and maritime north-finding systems. . The calibration and installation error compensation of fiber optic gyroscope is a process of establishing a mathematical model for the coordinate system and calculating the parameters of the mathematical model. During the installation process of the fiber optic gyro system, three single-axis fiber optic gyroscopes need to be installed on the corresponding base, which will cause a non-negligible installation error between the actual fiber optic gyro sensor coordinate system and the ideal carrier coordinate system. The non-orthogonal phenomenon of the three axes as shown in Figure 1 will greatly affect the output accuracy of the fiber optic gyroscope, so the system must be corrected for orthogonality.
如图2所示,在传统的光纤陀螺传感器正交补偿中,往往采用动态的标定方法,即通过获取电动转台的实际转速来校正光纤陀螺存在的角度偏差,这种方法简单、易操作,但是对转台的要求很高,基本要求转台精度大于光纤陀螺自身精度一个数量级,并且当转台无法满足和基座正交时就无法得出所有轴上的正确输出。还有一种通用方法如图3所示是利用真实的姿态角来校正三轴光纤陀螺,这种方法需要得到当前位置下的航向角、横滚角与俯仰角,然后代入误差方程求得最优解,但是又存在很难得到精确的姿态角的情况。以上两种方法在拥有高精度的精密仪器的情况下都有着很好的校正效果,但是当实验条件无法达到要求时有可能会增大误差。As shown in Figure 2, in the traditional orthogonal compensation of fiber optic gyro sensors, a dynamic calibration method is often used, that is, the angular deviation of the fiber optic gyro is corrected by obtaining the actual rotation speed of the electric turntable. This method is simple and easy to operate, but The requirements for the turntable are very high. The basic requirement is that the accuracy of the turntable is one order of magnitude greater than the accuracy of the fiber optic gyroscope itself. When the turntable cannot be orthogonal to the base, it is impossible to obtain correct output on all axes. There is another general method, as shown in Figure 3, which is to use the real attitude angle to correct the three-axis fiber optic gyroscope. This method needs to obtain the heading angle, roll angle and pitch angle at the current position, and then substitute it into the error equation to obtain the optimal solution, but there are situations where it is difficult to obtain an accurate attitude angle. The above two methods have good calibration effects when using high-precision precision instruments, but they may increase errors when the experimental conditions cannot meet the requirements.
综上所述,目前以转速校正非正交误差和以姿态角校正非正交误差的方法存在一定程度上的限制。To sum up, the current method of correcting non-orthogonal errors using rotational speed and correcting non-orthogonal errors using attitude angle has certain limitations.
发明内容Contents of the invention
本申请实施例的目的在于针对先有技术存在的不足,提供一种三轴光纤陀螺仪正交性静态标定方法,技术方案如下:The purpose of the embodiments of this application is to provide an orthogonal static calibration method for a three-axis fiber optic gyroscope in view of the shortcomings of the prior art. The technical solution is as follows:
一种三轴光纤陀螺仪正交性静态标定方法,包括:A static calibration method for orthogonality of a three-axis fiber optic gyroscope, including:
(1)安装步骤:将三个光纤陀螺分别安装在三轴基座上并固定到转台的台面上,将光纤陀螺的敏感轴与转台的旋转轴平行,通过转台的旋转带动所述光纤陀螺转动;(1) Installation steps: Install the three fiber optic gyroscopes on the three-axis base and fix them to the table of the turntable. Make the sensitive axis of the fiber optic gyroscope parallel to the rotation axis of the turntable. The rotation of the turntable drives the fiber optic gyroscope to rotate. ;
(2)数据采集步骤:在所述光纤陀螺系统旋转过程中,在若干个位置上静态采集光纤陀螺三个敏感轴的不含零偏的角速率值;(2) Data collection step: During the rotation of the fiber optic gyroscope system, statically collect the angular rate values without zero bias of the three sensitive axes of the fiber optic gyroscope at several positions;
(3)光纤陀螺标定步骤:根据采集到的不含零偏的角速率值,通过三轴角速率平方和等于地球自转角速度原则,进行三轴光纤陀螺的正交性标定计算。(3) Fiber optic gyroscope calibration step: Based on the collected angular rate values without zero bias, and based on the principle that the sum of the squares of the three-axis angular rates is equal to the earth's rotation angular velocity, the orthogonality calibration calculation of the three-axis fiber optic gyroscope is performed.
进一步地,步骤(1)中安装的光纤陀螺为去除零偏后的光纤陀螺,去除零偏的方法为:Further, the fiber optic gyroscope installed in step (1) is the fiber optic gyroscope after the zero bias is removed. The method of removing the zero bias is:
将三个光纤陀螺水平放置于水平面,根据右手螺旋定则,其敏感轴方向垂直向上;Place three fiber optic gyroscopes horizontally on the horizontal plane. According to the right-hand screw rule, the direction of their sensitive axes is vertically upward;
将光纤陀螺静置5-10小时,采集光纤陀螺静态长时间角速度值的原始输出数据;Let the fiber optic gyroscope stand for 5-10 hours and collect the original output data of the fiber optic gyroscope's static long-term angular velocity value;
对采集后的光纤陀螺数据进行分析,去除低频噪声后,求得光纤陀螺根据地球角速度的对天分量,结合实验当地的纬度信息进行三个光纤陀螺的常值零偏的标定去除。After analyzing the collected fiber optic gyroscope data, after removing the low-frequency noise, the celestial component of the fiber optic gyroscope according to the earth's angular velocity was obtained, and the constant bias of the three fiber optic gyroscopes was calibrated and removed based on the local latitude information of the experiment.
进一步地,所述不含零偏的输入角速率的计算表达式为Further, the calculation expression of the input angular rate without zero offset is
GX=ωXcos(ΨX)+ωYsin(θXY)+ωZsin(θXZ)G X =ω X cos(Ψ X )+ω Y sin(θ XY )+ω Z sin(θ XZ )
GY=ωXsin(θYX)+ωYcos(ΨY)+ωZsin(θYZ)G Y =ω X sin(θ YX )+ω Y cos(Ψ Y )+ω Z sin(θ YZ )
GZ=ωXsin(θZX)+ωYsin(θZY)+ωZcos(ΨZ)G Z =ω X sin(θ ZX )+ω Y sin(θ ZY )+ω Z cos(Ψ Z )
其中GX、GY、GZ表示三个光纤陀螺敏感轴测得的角速率,此角速率已去除零偏和标定系数影响,ωX、ωY、ωZ表示真实角速度值即标定输出角速率值,ΨX、ΨY、ΨZ表示光纤陀螺三个轴向与全局坐标系的对准误差角,θXY、θYX、θYZ、θZY、θZX、θZY表示所述的对准误差角的跨轴影响。 Among them , G _ _ The rate values , Ψ _ _ _ _ Cross-axis effects of quasi-error angle.
进一步地,步骤(2)中,所述静态采集具体为:在转动后等待预定时长再进行采集。Further, in step (2), the static collection specifically includes: waiting for a predetermined period of time after rotation before collecting.
进一步地,在所述光纤陀螺系统旋转过程中,每次转动均同时改变三轴光纤陀螺敏感轴的方向。Furthermore, during the rotation process of the fiber optic gyroscope system, each rotation simultaneously changes the direction of the sensitive axis of the three-axis fiber optic gyroscope.
进一步地,步骤(3)具体为:Further, step (3) is specifically:
根据三轴角速率平方和等于地球自转角速度的原则,列出若干组方程,通过数据拟合的形式,求出使得光纤陀螺三轴角速率平方和最接近地球自转角速度的角度误差最优解,计算光纤陀螺敏感轴的标定输出角速率,并根据所述最优解以及标定输出角速率进行光纤陀螺的标定计算。According to the principle that the sum of the squares of the three-axis angular rates is equal to the angular velocity of the earth's rotation, several sets of equations are listed. Through data fitting, the optimal solution of the angular error that makes the sum of the squares of the three-axis angular rates of the fiber optic gyroscope closest to the angular velocity of the earth's rotation is found. Calculate the calibrated output angular rate of the sensitive axis of the fiber optic gyroscope, and perform the calibration calculation of the fiber optic gyroscope based on the optimal solution and the calibrated output angular rate.
进一步地,所述三轴角速率平方和等于地球自转角速度的原则,其具体表达式为:Furthermore, the principle is that the sum of the squares of the three-axis angular rates is equal to the angular velocity of the earth's rotation, and its specific expression is:
ωX 2+ωY 2+ωZ 2=ωie 2 ω X 2 +ω Y 2 +ω Z 2 =ω ie 2
ωie表示地球自转角速度,ωX、ωY、ωZ表示真实角速度值即标定输出角速率值。ω ie represents the earth's rotation angular velocity, and ω X , ω Y , and ω Z represent the true angular velocity value, that is, the calibrated output angular rate value.
进一步地,通过最小二乘法求出使得光纤陀螺三轴角速率平方和最接近地球自转角速度的角度误差最优解:Furthermore, the least squares method is used to find the optimal solution for the angular error that makes the square sum of the fiber optic gyroscope's three-axis angular rate closest to the earth's rotation angular velocity:
f(x)=ωie 2-(ωX 2+ωY 2+ωZ 2)f(x)=ω ie 2 -(ω X 2 +ω Y 2 +ω Z 2 )
ωie表示地球自转角速度,ωX、ωY、ωZ表示真实角速度值即标定输出角速率值。ω ie represents the earth's rotation angular velocity, and ω X , ω Y , and ω Z represent the true angular velocity value, that is, the calibrated output angular rate value.
进一步地,根据所述最优解以及标定输出角速率进行光纤陀螺的标定计算,具体为:Further, the calibration calculation of the fiber optic gyroscope is performed based on the optimal solution and the calibration output angular rate, specifically as follows:
即可求得正交坐标系下的三轴光纤陀螺角速度输出值。The angular velocity output value of the three-axis fiber optic gyroscope in the orthogonal coordinate system can be obtained.
本申请的实施例提供的技术方案可以包括以下有益效果:The technical solutions provided by the embodiments of this application may include the following beneficial effects:
由上述实施例可知,本申请应用于光纤陀螺的测试过程中,能够较好的标定三轴光纤陀螺的非正交性误差。本发明无需配备高精度转速的电动转台,并且对实验环境要求低,简化了测试过程中的重复操作,保证能够达到预期的测试允许的测试系统误差。It can be seen from the above embodiments that the present application can better calibrate the non-orthogonal error of the three-axis fiber optic gyroscope during the testing process of the fiber optic gyroscope. The invention does not need to be equipped with a high-precision electric turntable, has low requirements on the experimental environment, simplifies repeated operations during the test process, and ensures that the expected test allowable test system error can be achieved.
应当理解的是,以上的一般描述和后文的细节描述仅是示例性和解释性的,并不能限制本申请。It should be understood that the above general description and the following detailed description are only exemplary and explanatory, and do not limit the present application.
附图说明Description of the drawings
此处的附图被并入说明书中并构成本说明书的一部分,示出了符合本申请的实施例,并与说明书一起用于解释本申请的原理。The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the application and together with the description, serve to explain the principles of the application.
图1是根据一示例性实施例示出的三轴光纤陀螺非正交误差示意图。Figure 1 is a schematic diagram of non-orthogonal errors of a three-axis fiber optic gyroscope according to an exemplary embodiment.
图2是非正交误差速度标定法的示意图。Figure 2 is a schematic diagram of the non-orthogonal error velocity calibration method.
图3是非正交误差角度标定法的示意图。Figure 3 is a schematic diagram of the non-orthogonal error angle calibration method.
图4是根据一示例性实施例示出的一种应用于光纤陀螺零偏去除方法的流程图。FIG. 4 is a flow chart illustrating a method for removing the bias of a fiber optic gyroscope according to an exemplary embodiment.
图5是根据一示例性实施例示出的一种三轴光纤陀螺正交性静态标定方法的示意图。Figure 5 is a schematic diagram of a three-axis fiber optic gyroscope orthogonal static calibration method according to an exemplary embodiment.
图6是根据一示例性实施例示出的电动转台的示意图。Figure 6 is a schematic diagram of an electric turntable according to an exemplary embodiment.
图7是根据一示例性实施例示出的三轴光纤陀螺正交性校正后三轴平方和效果示意图。FIG. 7 is a schematic diagram of the three-axis sum of squares effect after orthogonality correction of a three-axis fiber optic gyroscope according to an exemplary embodiment.
图8是根据一示例性实施例示出的三轴光纤陀螺正交性校正后寻北效果示意图。Figure 8 is a schematic diagram showing the north-seeking effect of a three-axis fiber optic gyroscope after orthogonality correction according to an exemplary embodiment.
具体实施方式Detailed ways
这里将详细地对示例性实施例进行说明,其示例表示在附图中。下面的描述涉及附图时,除非另有表示,不同附图中的相同数字表示相同或相似的要素。以下示例性实施例中所描述的实施方式并不代表与本申请相一致的所有实施方式。Exemplary embodiments will be described in detail herein, examples of which are illustrated in the accompanying drawings. When the following description refers to the drawings, the same numbers in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the following exemplary embodiments do not represent all implementations consistent with this application.
在本申请使用的术语是仅仅出于描述特定实施例的目的,而非旨在限制本申请。在本申请和所附权利要求书中所使用的单数形式的“一种”、“所述”和“该”也旨在包括多数形式,除非上下文清楚地表示其他含义。还应当理解,本文中使用的术语“和/或”是指并包含一个或多个相关联的列出项目的任何或所有可能组合。The terminology used in this application is for the purpose of describing particular embodiments only and is not intended to be limiting of the application. As used in this application and the appended claims, the singular forms "a," "the" and "the" are intended to include the plural forms as well, unless the context clearly dictates otherwise. It will also be understood that the term "and/or" as used herein refers to and includes any and all possible combinations of one or more of the associated listed items.
应当理解,尽管在本申请可能采用术语第一、第二、第三等来描述各种信息,但这些信息不应限于这些术语。这些术语仅用来将同一类型的信息彼此区分开。例如,在不脱离本申请范围的情况下,第一信息也可以被称为第二信息,类似地,第二信息也可以被称为第一信息。取决于语境,如在此所使用的词语“如果”可以被解释成为“在……时”或“当……时”或“响应于确定”。It should be understood that although the terms first, second, third, etc. may be used in this application to describe various information, the information should not be limited to these terms. These terms are only used to distinguish information of the same type from each other. For example, without departing from the scope of the present application, the first information may also be called second information, and similarly, the second information may also be called first information. Depending on the context, the word "if" as used herein may be interpreted as "when" or "when" or "in response to determining."
三轴光纤陀螺指的是拥有三个敏感轴的独立光纤陀螺,它们有着各自的零偏值和标度因数,在进行正交性校正前,需要对光纤陀螺的零偏值和标度因数进行标定,如果带有零偏误差和标定因数误差进行求解时,会扩大正交性校正的不稳定性。如图4所示的是一种去除零偏的方法,其方法包括以下步骤:Three-axis fiber optic gyroscope refers to an independent fiber optic gyroscope with three sensitive axes. They have their own zero offset values and scaling factors. Before performing orthogonality correction, the zero offset value and scaling factor of the fiber optic gyroscope need to be corrected. Calibration, if solved with zero bias error and calibration factor error, will expand the instability of orthogonality correction. As shown in Figure 4 is a method for removing zero offset, which includes the following steps:
放置步骤S1:将三个光纤陀螺水平放置于水平面,根据右手螺旋定则,其敏感轴方向垂直向上。Placement step S1: Place the three fiber optic gyroscopes horizontally on the horizontal plane. According to the right-hand screw rule, the sensitive axis direction is vertically upward.
采集步骤S2:将光纤陀螺静置5-10小时,采集光纤陀螺静态长时间角速度值的原始输出数据。Collection step S2: Let the fiber optic gyroscope stand for 5-10 hours, and collect the original output data of the fiber optic gyroscope's static long-term angular velocity value.
分析计算步骤S3:对采集后的光纤陀螺数据进行分析,去除低频噪声后,求得光纤陀螺根据地球角速度的对天分量为ωiesinφ,φ表示当前位置的纬度,结合实验室当地纬度信息进行标定去除。经过标定,三个光线陀螺的常值零偏分别约为7.1259×10-5°/s、-3.6910×10-5°/s、-6.5618×10-5°/s。Analysis and calculation step S3: Analyze the collected fiber optic gyroscope data. After removing the low-frequency noise, obtain the sky component of the fiber optic gyroscope according to the earth's angular velocity as ω ie sinφ, where φ represents the latitude of the current position, combined with the local latitude information of the laboratory. Calibration removal. After calibration, the constant biases of the three light gyros are approximately 7.1259×10 -5 °/s, -3.6910×10 -5 °/s, and -6.5618×10 -5 °/s respectively.
由于光纤陀螺是一种高精度的精密传感器,在出厂前厂家已经对光纤陀螺进行过标度因数的标定,且标度因数的非线性以及不对称性处于百万分之几的量级,其对校正结果基本没有影响。Since the fiber optic gyroscope is a high-precision precision sensor, the manufacturer has calibrated the scale factor of the fiber optic gyroscope before leaving the factory, and the nonlinearity and asymmetry of the scale factor are on the order of a few parts per million. It has basically no impact on the calibration results.
如图1所示是光纤陀螺安装非正交误差的通用模型,OXYZ是光纤陀螺的全局坐标系,此坐标系下的XYZ三轴互相垂直构成正交坐标系,三轴的交点为坐标系原点,该坐标系通常依据载体设置。OGXGYGZ是光纤陀螺实际安装的坐标轴,在此坐标下的GXGYGZ三轴互不正交,原点与全局坐标系的原点相同,但是坐标轴与坐标轴之间存在非正交角度误差。本实施例提供一种三轴光纤陀螺正交性静态标定方法,目的是为了校正上述坐标轴之间的角度误差,该方法如图5所示,包括以下步骤:Figure 1 shows a general model of non-orthogonal errors in fiber optic gyroscope installation. OXYZ is the global coordinate system of the fiber optic gyroscope. The XYZ three axes in this coordinate system are perpendicular to each other to form an orthogonal coordinate system. The intersection of the three axes is the origin of the coordinate system. , the coordinate system is usually set according to the carrier. OG X G Y G Z is the coordinate axis where the fiber optic gyroscope is actually installed. The three axes G There are non-orthogonal angle errors. This embodiment provides a static calibration method for three-axis fiber optic gyroscope orthogonality, with the purpose of correcting the angular error between the above coordinate axes. The method is shown in Figure 5 and includes the following steps:
(1)安装步骤:将三个光纤陀螺分别安装在三轴基座上并固定到转台的台面上,将光纤陀螺的敏感轴与转台的旋转轴平行,通过转台的旋转带动所述光纤陀螺转动;(1) Installation steps: Install the three fiber optic gyroscopes on the three-axis base and fix them to the table of the turntable. Make the sensitive axis of the fiber optic gyroscope parallel to the rotation axis of the turntable. The rotation of the turntable drives the fiber optic gyroscope to rotate. ;
具体地,本系统使用的转台如图6所示,台体采用U-U-T结构形式,可模拟运载体的三维运动,使用此种转台能很好地固定光纤陀螺装置,减少由固定不牢固带来的晃动。本实施方案中需要将三轴光纤陀螺固定到基座的三个旋转轴上。Specifically, the turntable used in this system is shown in Figure 6. The stage body adopts a U-U-T structure, which can simulate the three-dimensional movement of the carrier. The use of this kind of turntable can well fix the fiber optic gyroscope device and reduce the problems caused by loose fixation. Shake. In this embodiment, the three-axis fiber optic gyroscope needs to be fixed to the three rotation axes of the base.
(2)数据采集步骤:在所述光纤陀螺系统旋转过程中,在至少9个位置上以1000Hz的频率静态采集光纤陀螺三个敏感轴的角速率值,转台转动时需改变光纤陀螺三个敏感轴的方向;(2) Data collection step: During the rotation of the fiber optic gyro system, statically collect the angular rate values of the three sensitive axes of the fiber optic gyro at at least 9 positions at a frequency of 1000 Hz. When the turntable rotates, the three sensitive axes of the fiber optic gyro need to be changed. the direction of the axis;
在一实施例中,需要通过电动转台转动光纤陀螺至68个不同位置,记录68组所述三个光纤陀螺的敏感轴上的不含零偏的输入角速率,采集多组数据能够减少非正常干扰带来的影响,在本实施方案中标定时以采集68组数据为例。正常情况下方程组只有9个未知数,故需要至少9组数据。采用1000Hz频率进行采集是为了满足本实施例中光纤陀螺出厂设置的采集频率,以免造成数值上的线性误差。在转台转动时,需要同时改变三个光纤陀螺的敏感轴方向,目的是为了改变方程组的三个输入量,否则会导致方程组存在重复输入。并且每次转动后应先等待5s后进行采集,因为光纤陀螺在转动后会存在短时间的数值波动故需要等待光纤陀螺稳定后进行采集,并且采集时间应大于20s,目的是保证平均数据的稳定。In one embodiment, it is necessary to rotate the fiber optic gyroscope to 68 different positions through an electric turntable, and record 68 groups of input angular rates without bias on the sensitive axes of the three fiber optic gyroscopes. Collecting multiple sets of data can reduce abnormality. The impact caused by interference is taken as an example to collect 68 sets of data during calibration in this implementation plan. Normally, there are only 9 unknowns in the equation system, so at least 9 sets of data are required. The purpose of using a frequency of 1000 Hz for acquisition is to meet the factory-set acquisition frequency of the fiber optic gyroscope in this embodiment, so as to avoid linear errors in numerical values. When the turntable rotates, it is necessary to change the directions of the sensitive axes of the three fiber optic gyroscopes at the same time in order to change the three input quantities of the equation system, otherwise it will lead to repeated inputs to the equation system. And after each rotation, you should wait 5s before collecting. Because the fiber optic gyroscope will have short-term numerical fluctuations after rotation, you need to wait for the fiber optic gyroscope to stabilize before collecting, and the acquisition time should be greater than 20s, in order to ensure the stability of the average data. .
(3)光纤陀螺标定步骤:根据采集到的静态三轴角速率值,通过三轴角速率平方和等于地球自转角速度原则,进行三轴光纤陀螺的正交性标定计算;(3) Fiber optic gyroscope calibration step: Based on the collected static three-axis angular rate values, and based on the principle that the sum of the squares of the three-axis angular rates is equal to the earth's rotation angular velocity, perform the orthogonality calibration calculation of the three-axis fiber optic gyroscope;
在本实施例中,根据三轴角速率平方和等于地球自转角速度的原则,列出68组方程,通过数据拟合的形式,求出使得光纤陀螺三轴角速率平方和最接近地球自转角速度的角度误差最优解,计算光纤陀螺敏感轴的标定输出角速率,并根据所述最优解以及标定输出角速率进行光纤陀螺的标定计算。In this embodiment, based on the principle that the sum of the squares of the three-axis angular rates is equal to the earth's rotation angular velocity, 68 sets of equations are listed. Through data fitting, the equation that makes the sum of the squares of the three-axis angular rates of the fiber optic gyroscope closest to the earth's rotation angular velocity is found. The optimal solution of the angle error is to calculate the calibrated output angular rate of the sensitive axis of the fiber optic gyroscope, and perform the calibration calculation of the fiber optic gyroscope based on the optimal solution and the calibrated output angular rate.
其中不含零偏的输入角速率的计算表达式为The calculation expression of the input angular rate without zero offset is
GX=ωXcos(ΨX)+ωYsin(θXY)+ωZsin(θXZ)G X =ω X cos(Ψ X )+ω Y sin(θ XY )+ω Z sin(θ XZ )
GY=ωXsin(θYX)+ωYcos(ΨY)+ωZsin(θYZ)G Y =ω X sin(θ YX )+ω Y cos(Ψ Y )+ω Z sin(θ YZ )
GZ=ωXsin(θZX)+ωYsin(θZY)+ωZcos(ΨZ)G Z =ω X sin(θ ZX )+ω Y sin(θ ZY )+ω Z cos(Ψ Z )
其中Gx、GY、GZ表示三个光纤陀螺敏感轴测得的角速率,此角速率已去除零偏和标定系数影响,ωX、ωY、ωZ表示真实角速度值即标定输出角速率值,ΨX、ΨY、ΨZ表示光纤陀螺三个轴向与全局坐标系的对准误差角,θXY、θYX、θYZ、θZY、θZX、θZY表示所述的对准误差角的跨轴影响。Among them, Gx , G Y and G Z represent the angular rates measured by the three fiber optic gyroscope sensitive axes. This angular rate has removed the influence of zero bias and calibration coefficient. ω Values , Ψ _ _ _ _ _ _ Cross-axis effects of error angle.
对于三轴角速率平方和等于地球自转角速度的原则,其具体表达式为:For the principle that the sum of the squares of the three-axis angular rates is equal to the earth's rotation angular velocity, the specific expression is:
ωX 2+ωY 2+ωZ 2=ωie 2 ω X 2 +ω Y 2 +ω Z 2 =ω ie 2
式中ωie表示地球自转角速度,即ωie=15.041°/h。In the formula, ω ie represents the earth's rotation angular velocity, that is, ω ie =15.041°/h.
其中数据拟合方法为最小二乘法,最小二乘法(又称最小平方法)是一种数学优化技术。它通过最小化误差的平方和寻找数据的最佳函数匹配。利用最小二乘法可以简便地求得未知的数据,并使得这些求得的数据与实际数据之间误差的平方和为最小,其基本思路是The data fitting method is the least squares method, which is a mathematical optimization technique. It finds the best functional match of the data by minimizing the sum of squared errors. The least squares method can be used to easily obtain unknown data, and minimize the sum of squares of errors between the obtained data and the actual data. The basic idea is
式中Li(x)称为残差函数,yi称为目标值,f(xi,ωi)是当前函数,f(x)则称为目标函数。In the formula, Li (x) is called the residual function, y i is called the target value, f (x i , ω i ) is the current function, and f (x) is called the objective function.
根据最小二乘法的原则,应用于光纤陀螺标定,其表达式为:According to the principle of least squares method, applied to fiber optic gyroscope calibration, its expression is:
f(x)=ωie 2-(ωX 2+ωY 2+ωZ 2)f(x)=ω ie 2 -(ω X 2 +ω Y 2 +ω Z 2 )
通过这种方式即求出标定线性方程组的最小值解。In this way, the minimum solution to the calibrated linear equations is obtained.
根据标定误差方程组,反解出正交情况下的角速率值,其计算表达式为:According to the calibration error equations, the angular rate value in the orthogonal case is back-solved, and its calculation expression is:
通过此表达式即可求得正交坐标系下的三轴光纤陀螺角速度输出值。Through this expression, the angular velocity output value of the three-axis fiber optic gyroscope in the orthogonal coordinate system can be obtained.
如图7所示,通过校正后的三轴光纤陀螺角速度值的各位置下的静态平方和平均值从原始数据下的4.1836e-05降低到了4.1803e-05,方差从4.904e-05降低到了2.462e-05,在平均值变化较小的情况下,方差缩小到了原来的49.8%,可得通过此标定方法能够有效减少不正交带来的误差。As shown in Figure 7, the static sum of squares average value at each position of the corrected three-axis fiber optic gyroscope angular velocity value is reduced from 4.1836e-05 under the original data to 4.1803e-05, and the variance is reduced from 4.904e-05 to 2.462e-05, when the average change is small, the variance is reduced to 49.8% of the original value. It can be seen that this calibration method can effectively reduce the error caused by non-orthogonality.
如图8所示,通过校正后的三轴光纤陀螺在寻北应用上有了较为明显的改善,真实值的寻北平均值为57.5384°,原始数据下的寻北平均值为58.1646°,校正后的寻北平均值为57.3968°,误差从0.6°缩小到0.1°,误差缩小了83.3%,提高了寻北精度,更接近于真实值。As shown in Figure 8, the calibrated three-axis fiber optic gyroscope has significantly improved its north-seeking application. The average north-seeking value of the true value is 57.5384°, and the average north-seeking value of the original data is 58.1646°. After correction, The final average value of north seeking is 57.3968°, and the error is reduced from 0.6° to 0.1°. The error is reduced by 83.3%, which improves the north seeking accuracy and is closer to the true value.
本领域技术人员在考虑说明书及实践这里公开的内容后,将容易想到本申请的其它实施方案。本申请旨在涵盖本申请的任何变型、用途或者适应性变化,这些变型、用途或者适应性变化遵循本申请的一般性原理并包括本申请未公开的本技术领域中的公知常识或惯用技术手段。Other embodiments of the present application will be readily apparent to those skilled in the art from consideration of the specification and practice of the disclosure herein. This application is intended to cover any variations, uses, or adaptations of this application that follow the general principles of this application and include common knowledge or customary technical means in the technical field that are not disclosed in this application. .
应当理解的是,本申请并不局限于上面已经描述并在附图中示出的精确结构,并且可以在不脱离其范围进行各种修改和改变。It is to be understood that the present application is not limited to the precise structures described above and illustrated in the accompanying drawings, and that various modifications and changes may be made without departing from the scope thereof.
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