CN113252019A - Method for acquiring vibration mode angle of hemispherical resonant gyroscope when forward amplification coefficients are inconsistent - Google Patents
Method for acquiring vibration mode angle of hemispherical resonant gyroscope when forward amplification coefficients are inconsistent Download PDFInfo
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Abstract
The invention discloses a method for acquiring a hemispherical resonator gyroscope vibration mode angle when forward amplification factors are inconsistent, and relates to a method for acquiring a hemispherical resonator gyroscope vibration mode angle when forward amplification factors are inconsistent. The invention aims to solve the problems that when the forward amplification factors are inconsistent, the hemispherical resonator gyroscope cannot accurately measure the information such as the angle of a carrier, and the navigation accuracy is reduced. The process is as follows: 1: fixing the gyroscope on the rotary table to enable the gyroscope sensitive shaft to be superposed with the rotary shaft of the rotary table; 2: applying excitation voltage to an excitation electrode on the gyroscope for parameter excitation until the amplitude of a vibration signal of the harmonic oscillator is unchanged; 3: enabling the rotary table to rotate at a constant speed, and collecting vibration signals detected by 0-degree and 45-degree electrodes on the gyroscope and the angle of the rotary table; 4: e, R, S signals are obtained; 5: designing an extended Kalman filter and setting initial parameters; 6: estimating a forward amplification factor ratio; 7: and acquiring the vibration mode angle of the hemispherical resonant gyroscope when the forward amplification coefficients are inconsistent. The invention belongs to the technical field of inertia.
Description
Technical Field
The invention relates to a method for acquiring a vibration mode angle of a hemispherical resonant gyroscope when forward amplification coefficients are inconsistent, and belongs to the technical field of inertia.
Background
In the last 60 th century, a novel vibration gyro, a hemispherical resonance gyro, appeared. The novel gyroscope has many advantages, such as small error, long service life, wide application field and the like. Moreover, compare in traditional mechanical top, hemisphere resonance top component part is few, simple structure, and its gauge outfit is only become by two to three spare parts, and difficult wearing and tearing, and the fault rate is very low. The core component harmonic oscillator of the hemispherical resonance gyroscope is made of fused quartz, and due to the stable physical characteristics of quartz glass, the harmonic oscillator not only has high reliability and long service life, but also has extremely strong radiation resistance, is not easily interfered by cosmic rays and high-energy particles, and is commonly used for attitude determination and navigation of a space vehicle. In conclusion, the hemispherical resonator gyroscope has a good development prospect, is beneficial to the development and innovation of an inertia technology by researching the hemispherical resonator gyroscope, and can lay a good foundation for deep space exploration in China and other related high-tech fields.
At the present stage, the hemispherical resonator gyroscope mainly has two working modes of force balance and full angle, the full angle mode is a novel hemispherical resonator gyroscope working mode, the mode utilizes the physical characteristic that the precession angle of a harmonic oscillator is in direct proportion to the rotation angle of a gyroscope carrier, the rotation angle of the carrier is read out through real-time calculation of the precession angle of the resonance oscillator vibration mode, and the hemispherical resonator gyroscope working mode is suitable for occasions with higher rotation speed. In the full-angle mode, signals x and y acquired by 0 ° and 45 ° electrodes are normally forward amplified in equal proportion, and then the precession angle of the mode shape is calculated, but there is a considerable problem: if the amplification coefficients of the two signals are not equal, a commonly used angle measurement equation is not accurate enough, the calculated vibration mode angle and the actual vibration mode angle have small errors, and the carrier rotation angle read out after calculation and the actual rotation angle of the carrier have certain errors, which is not allowed in high-precision application occasions.
In summary, to calculate the precise mode angle, the precise magnitude of the forward amplification factor ratio k must be known. Therefore, it is necessary to provide a high-precision identification method for identifying k.
Disclosure of Invention
The invention aims to solve the problems that the hemispherical resonator gyroscope cannot accurately measure information such as the angle of a carrier when forward amplification factors are inconsistent and the navigation accuracy is reduced, and provides a method for acquiring the vibration mode angle of the hemispherical resonator gyroscope when the forward amplification factors are inconsistent.
The carrier may be an aircraft, a turntable, etc.
The method for acquiring the vibration mode angle of the hemispherical resonator gyroscope when the forward amplification coefficients are inconsistent comprises the following specific processes:
step 1: mounting and fixing the hemispherical resonance gyroscope on a rotary table, and enabling a sensitive axis of the gyroscope to be superposed with a rotary axis of the rotary table;
step 2: applying excitation voltage to an excitation electrode on the hemispherical resonance gyroscope for parameter excitation until the amplitude of a vibration signal of the harmonic oscillator is unchanged;
and step 3: the rotary table is rotated at a constant speed, vibration signals x and y detected by detection electrodes of 0 degree and 45 degrees on the gyroscope are collected, and the angle theta of the rotary table is collected at the same timer;
And 4, step 4: reference signal v generated by means of a phase-locked looprc、vrsDemodulating the detected vibration signals x and y respectively to obtain signals Cx, Sx, Cy and Sy, performing low-pass filtering on the signals Cx, Sx, Cy and Sy respectively to obtain signals Cx ', Sx', Cy 'and Sy', and performing secondary combination on the signals Cx ', Sx', Cy 'and Sy' to obtain E, R, S signals;
and 5: establishing an angle measurement equation considering the forward amplification factor ratio k, designing an extended Kalman filter based on the angle measurement equation of the forward amplification factor ratio k, and setting initial parameters of the extended Kalman filter;
step (ii) of6: taking the E, R, S signal obtained in the step 4 as the input of an extended Kalman filter, identifying the forward amplification factor ratio k, and outputting the estimated forward amplification factor ratio after the filtering is finished
And 7: to be outputAnd (5) substituting the angle measurement equation which is established in the step (5) and takes the forward amplification factor ratio k into consideration to obtain the vibration mode angle of the hemispherical resonator gyroscope when the forward amplification factors are inconsistent.
The invention has the beneficial effects that:
the default forward amplification factor of the traditional angle measurement equation is in an equal proportion, the problem of inconsistent forward amplification factors is not considered, information such as calculated carrier angles and the like has certain errors, the precision of the gyroscope is reduced, the navigation accuracy is reduced, and the requirement of high-precision working occasions cannot be met.
The invention provides a method for acquiring the vibration mode angle of a hemispherical resonant gyroscope when the forward amplification coefficients are inconsistent. The rotary table is rotated at a constant speed, vibration signals x and y detected by 0-degree and 45-degree detection electrodes on the gyroscope are collected, and a reference signal v generated by a phase-locked loop is utilizedrc、vrsAnd demodulating, low-pass filtering and twice combining the x and the y respectively to obtain E, R, S signals. Based on the improved angle measurement equation, after the design of the extended Kalman filter is completed, the signal E, R, S obtained in the step 4 is used as the input of the extended Kalman filter to identify k, and the k is output after the filtering is finishedTo be finally identifiedAnd substituting the angle measurement equation into the improved angle measurement equation to obtain an accurate angle measurement equation. The method can realize the accurate identification of the forward amplification factor ratio k, and has high accuracy and identificationSmall error, passThe calculated gyroscope vibration mode angle has high precision, the high-precision angle measurement of the gyroscope is realized, the angle information of the carrier is accurately measured, and the navigation accuracy is improved; the problem of when the forward amplification factor is inconsistent, the hemisphere resonance gyro can't measure information such as the angle of carrier accurately, reduce the navigation rate of accuracy is solved.
According to theoretical analysis and simulation experiments, the method for acquiring the vibration mode angle of the hemispherical resonant gyroscope when the forward amplification factors are inconsistent can realize high-precision work of the full-angle mode hemispherical resonant gyroscope when the forward amplification factors are inconsistent, and therefore the method is widely applied to the high-end science and technology field needing the high-precision hemispherical resonant gyroscope.
Drawings
FIG. 1 is a flow chart of the present invention;
FIG. 2 is a graph of error in identifying a parameter k according to an embodiment of the present invention;
FIG. 3 is a graph of an error in mode angle for an embodiment of the present invention;
fig. 4 is a diagram of an arrangement of excitation electrodes on a hemispherical resonator gyroscope.
Detailed Description
The first embodiment is as follows: the present embodiment is described with reference to fig. 1, and a specific procedure of the method for acquiring the mode angle of the hemispherical resonator gyroscope in the case of the non-uniform forward amplification factor of the present embodiment is as follows:
the invention aims at solving the problem that the angle measurement has errors when the forward amplification coefficients of the detection loops of the hemispherical resonant gyroscope are not equal, and provides a method for acquiring the vibration mode angle of the hemispherical resonant gyroscope when the forward amplification coefficients are not consistent, and provides an improved angle measurement formula, an extended Kalman filter is established based on the formula, vibration signals acquired by 0-degree and 45-degree electrodes are demodulated, subjected to low-pass filtering and the like while the gyroscope is rotated, and the obtained signal E, R, S is used as the input of the extended Kalman filter, so that the identification of the ratio k of the forward amplification coefficients is realized, the accurate angle measurement formula is obtained, and the measurement accuracy of the gyroscope is improved.
In order to achieve the above object, the present invention provides a method for obtaining a mode angle of a hemispherical resonator gyroscope when forward amplification factors are inconsistent, comprising:
step 1: mounting and fixing the hemispherical resonance gyroscope on a rotary table, and enabling a sensitive axis of the gyroscope to be superposed with a rotary axis of the rotary table;
step 2: applying an excitation voltage to an excitation electrode on the hemispherical resonator gyroscope to carry out parameter (signals applied by the excitation electrode, such as amplitude, frequency and phase of the signals) excitation until the amplitude of the vibration signal of the harmonic oscillator is unchanged;
and step 3: the rotary table is rotated at a constant speed, vibration signals x and y detected by detection electrodes of 0 degree and 45 degrees on the gyroscope are collected, and the angle theta of the rotary table is collected at the same timer;
And 4, step 4: reference signal v generated by means of a phase-locked looprc、vrsDemodulating the detected vibration signals x and y respectively to obtain signals Cx, Sx, Cy and Sy, performing low-pass filtering on the signals Cx, Sx, Cy and Sy respectively to obtain signals Cx ', Sx', Cy 'and Sy', and performing secondary combination on the signals Cx ', Sx', Cy 'and Sy' to obtain E, R, S signals;
and 5: establishing an angle measurement equation considering the forward amplification factor ratio k, designing an extended Kalman filter based on the angle measurement equation of the forward amplification factor ratio k, and setting initial parameters of the extended Kalman filter;
step 6: taking the E, R, S signal obtained in the step 4 as the input of an extended Kalman filter, identifying the forward amplification factor ratio k, and outputting the estimated forward amplification factor ratio after the filtering is finished
And 7: to be outputAnd (5) substituting the angle measurement equation which is established in the step (5) and takes the forward amplification factor ratio k into consideration to obtain the vibration mode angle of the hemispherical resonator gyroscope when the forward amplification factors are inconsistent.
The second embodiment is as follows: the present embodiment is different from the first embodiment in that the excitation electrodes are arranged on the hemispherical resonator gyro at intervals in step 2. As shown in fig. 4.
Other steps and parameters are the same as those in the first embodiment.
The third concrete implementation mode: the difference between this embodiment and the first or second embodiment is that the reference signal v generated by using the phase-locked loop in the step 4 isrc、vrsDemodulating the detected vibration signals x and y respectively to obtain signals Cx, Sx, Cy and Sy, performing low-pass filtering on the signals Cx, Sx, Cy and Sy respectively to obtain signals Cx ', Sx', Cy 'and Sy', and performing secondary combination on the signals Cx ', Sx', Cy 'and Sy' to obtain E, R, S signals; the specific process is as follows:
the reference signal v generated by using the phase-locked looprc、vrsDemodulating the detected vibration signals x and y respectively to obtain signals Cx, Sx, Cy and Sy, wherein the expression is as follows:
performing low-pass filtering on the signals Cx, Sx, Cy and Sy, and respectively filtering out double frequency in the signals Cx, Sx, Cy and Sy to obtain signals Cx ', Sx', Cy 'and Sy';
the signals Cx ', Sx', Cy ', Sy' are combined twice to obtain E, R, S signals.
Other steps and parameters are the same as those in the first or second embodiment.
The fourth concrete implementation mode: the difference between this embodiment and the first to third embodiments is that the signals Cx ', Sx', Cy ', Sy' are secondarily combined to obtain E, R, S signals, and the expression is:
other steps and parameters are the same as those in one of the first to third embodiments.
The fifth concrete implementation mode: this embodiment differs from one of the first to fourth embodiments in that the reference signal vrc、vrsIs composed of sine signal and cosine signal.
Other steps and parameters are the same as in one of the first to fourth embodiments.
The sixth specific implementation mode: the difference between this embodiment and one of the first to fifth embodiments is that, in the step 5, an angle measurement equation considering the forward amplification factor ratio k is established; the specific process is as follows:
an angle measurement equation considering the forward amplification coefficient ratio k is established, and the equation can accurately describe the real precession angle of the vibration mode and has the following form:
wherein k is ky/kx,kxIs the forward amplification factor, k, of the 0 DEG electrodeyA forward amplification factor for a 45 ° electrode (after a 0 ° electrode is determined, a 45 ° electrode is true in the counterclockwise direction); thetarealThe real value of the vibration mode angle of the hemispherical resonance gyroscope is obtained.
Therefore, if the parameter k is known, the true value theta of the vibration mode angle of the hemispherical resonator gyroscope can be directly obtainedreal。
Other steps and parameters are the same as those in one of the first to fifth embodiments.
The seventh embodiment: the difference between this embodiment and one of the first to sixth embodiments is that, in step 5, an extended kalman filter is designed based on an angle measurement equation of the forward amplification factor ratio k, and a model selected by the filter is as follows:
k (i +1) ═ k (i), c (i +1) ═ c (i), are state equations, and are gyro forward amplification factor ratio k ═ ky/kxThe two parameters are fixed values k (i) which do not change along with time, the fixed values are a forward amplification coefficient ratio, c (i) is a gyro precession coefficient, and i is the ith moment;
is an observation equation, θrIs the rotating angle of the rotary table, and v is the measurement noise;
in the step 5, initial parameter setting is carried out on the extended Kalman filter; the specific process is as follows:
the extended Kalman filter is a recursion algorithm, and is started to set initial parameters and set initial values to enable the extended Kalman filter to workP0|0=I;
In the formula,is an initial estimate of the forward amplification factor ratio k,as an initial estimate of the precession coefficient c, P0|0Is the initial value of the estimation error covariance matrix.
Other steps and parameters are the same as those in one of the first to sixth embodiments.
The specific implementation mode is eight: the difference between this embodiment and the first to seventh embodiments is that, in step 6, the E, R, S signal obtained in step 4 is used as an input of the extended kalman filter, the forward amplification factor ratio k is identified, and the estimated forward amplification factor ratio is output after the filtering is finishedThe identification method specifically comprises the following steps:
s1: predicting a state estimate at a next time
In the formula,is an a priori estimate of the forward amplification factor ratio k at the ith time,is an estimate of the forward amplification factor ratio k at time i-1,is an a priori estimate of the precession coefficient c at the ith instant,is an estimated value of the precession coefficient c at the i-1 th moment;
s2: predicting the covariance of the estimation error at the next time instant:
Pi|i-1=Pi-1|i-1
in the formula, Pi|i-1To estimate the predicted value, P, of the error covariance matrix at time ii-1|i-1Is the value of the estimated error covariance matrix at the (i-1) th moment;
s3: judging whether a signal E, R and S are input into the extended Kalman filter, if so, jumping to S4, and if not, jumping to the step S9;
s4: and predicting the measurement matrix at the next moment:
In which b is an intermediate variable, CiA measurement matrix at the ith moment;
s5: and predicting the measurement estimation value of the next moment:
s6: predicting the state gain matrix at the next moment:
Ki=Pi|i-1*Ci T*(Ci*Pi|i-1*Ci T+Q)-1
wherein Q is the covariance of noise v, and Q is 0.012(ii) a Is a multiplication number, KiIs a state gain matrix of the ith moment, and T is a transposition;
s7: and updating the state estimation value at the next moment:
in the formula,the forward amplification factor is a posterior estimated value of the forward amplification factor ratio k at the ith moment;
s8: updating the covariance of the estimation error at the next moment, and then jumping to S1;
Pi|i=(I-KiCi)*Pi|i-1
in the formula, Pi|iThe value of the ith moment of the error covariance matrix is estimated, and I is an identity matrix;
In conclusion, the design of the extended kalman filter based on the angle measurement equation considering the forward amplification factor ratio k is completed.
Other steps and parameters are the same as those in one of the first to seventh embodiments.
The specific implementation method nine: this embodiment differs from the first to eighth embodiments in that the step 7 outputsSubstituting the angle measurement equation which is established in the step 5 and takes the forward amplification factor ratio k into consideration to obtain the vibration mode angle of the hemispherical resonator gyroscope when the forward amplification factors are inconsistent; the expression is as follows:
in the formula, thetagujiThe estimated value of the vibration mode angle of the hemispherical resonance gyroscope is obtained.
The other steps and parameters are the same as in one of the first to eighth embodiments.
The detailed implementation mode is ten: the difference between the present embodiment and one of the first to ninth embodiments is that the inconsistency of the forward amplification factor is caused by one or more of a forward amplification circuit error, a harmonic oscillator electrode plate area error, a harmonic oscillator electrode plate spacing error, and a harmonic oscillator installation deviation;
the plurality is 2, 3 or 4.
Other steps and parameters are the same as those in one of the first to ninth embodiments.
The following examples were used to demonstrate the beneficial effects of the present invention:
the first embodiment is as follows:
and 5, finishing the design of the extended Kalman filter based on an angle measurement equation considering the forward amplification coefficient ratio k, wherein the filter model is as follows:
And 6, taking the signal E, R, S obtained in the step 4 as the input of the extended Kalman filter, identifying k, and outputting after the filtering is finished
S1: predicting a state estimate at a next time
S2: predicting the covariance of the estimation error at the next time instant:
Pi|i-1=Pi-1|i-1
s3: judging whether experimental data are input, if so, jumping to S4, and if not, jumping to S9;
s4: and predicting the measurement matrix at the next moment:
S5: and predicting the measurement estimation value of the next moment:
S6: predicting the state gain matrix at the next moment:
Ki=Pi|i-1*Ci T*(Ci*Pi|i-1*Ci T+Q)-1
s7: and updating the state estimation value at the next moment:
s8: update the estimation error covariance for the next time instant, and then jump to S1:
Pi|i=(I-KiCi)*Pi|i-1*(I-KiCi)T
The simulation result is shown in fig. 2, and it can be seen from fig. 2 that the identification error of the extended kalman filter tends to be stable at 5 seconds, and 10000 filters are output in total in the sampling timeValue, last identifiedCan be finally identifiedThe difference from the actual k is equal to about 2 x 10-5It can be seen that the filter pair k identification precision is very high.
is calculated toTo the estimated mode angle thetagujiAngle theta with true mode shaperealPosition error between, position error curve is drawn as figure 3;
as can be seen from the graph of FIG. 3, the position error range is always within [ -0.0012 ], 0.0012 °]The method estimated mode shape angle thetagujiWith high accuracy.
The present invention is capable of other embodiments and its several details are capable of modifications in various obvious respects, all without departing from the spirit and scope of the present invention.
Claims (10)
1. A method for obtaining the vibration mode angle of a hemispherical resonator gyroscope when the forward amplification factors are inconsistent is characterized in that: the method comprises the following specific processes:
step 1: mounting and fixing the hemispherical resonance gyroscope on a rotary table, and enabling a sensitive axis of the gyroscope to be superposed with a rotary axis of the rotary table;
step 2: applying excitation voltage to an excitation electrode on the hemispherical resonance gyroscope for parameter excitation until the amplitude of a vibration signal of the harmonic oscillator is unchanged;
and step 3: the rotary table is rotated at a constant speed, vibration signals x and y detected by detection electrodes of 0 degree and 45 degrees on the gyroscope are collected, and the angle theta of the rotary table is collected at the same timer;
And 4, step 4: reference signal v generated by means of a phase-locked looprc、vrsDemodulating the detected vibration signals x and y respectively to obtain signals Cx, Sx, Cy and Sy, performing low-pass filtering on the signals Cx, Sx, Cy and Sy respectively to obtain signals Cx ', Sx', Cy 'and Sy', and performing secondary combination on the signals Cx ', Sx', Cy 'and Sy' to obtain E, R, S signals;
and 5: establishing an angle measurement equation considering the forward amplification factor ratio k, designing an extended Kalman filter based on the angle measurement equation of the forward amplification factor ratio k, and setting initial parameters of the extended Kalman filter;
step 6: taking the E, R, S signal obtained in the step 4 as the input of the extended Kalman filter, and performing the following stepsIdentifying the forward amplification factor ratio k, and outputting the estimated forward amplification factor ratio after the filtering is finished
And 7: to be outputAnd (5) substituting the angle measurement equation which is established in the step (5) and takes the forward amplification factor ratio k into consideration to obtain the vibration mode angle of the hemispherical resonator gyroscope when the forward amplification factors are inconsistent.
2. The method for obtaining the mode angle of a hemispherical resonator gyroscope according to claim 1, wherein the method comprises: in the step 2, the excitation electrodes are arranged on the hemispherical resonator gyroscope at intervals.
3. The method for obtaining the mode angle of a hemispherical resonator gyroscope according to claim 1 or 2, wherein the forward amplification factor is inconsistent: the reference signal v generated by using the phase-locked loop in the step 4rc、vrsDemodulating the detected vibration signals x and y respectively to obtain signals Cx, Sx, Cy and Sy, performing low-pass filtering on the signals Cx, Sx, Cy and Sy respectively to obtain signals Cx ', Sx', Cy 'and Sy', and performing secondary combination on the signals Cx ', Sx', Cy 'and Sy' to obtain E, R, S signals; the specific process is as follows:
the reference signal v generated by using the phase-locked looprc、vrsDemodulating the detected vibration signals x and y respectively to obtain signals Cx, Sx, Cy and Sy, wherein the expression is as follows:
performing low-pass filtering on the signals Cx, Sx, Cy and Sy, and respectively filtering out double frequency in the signals Cx, Sx, Cy and Sy to obtain signals Cx ', Sx', Cy 'and Sy';
the signals Cx ', Sx', Cy ', Sy' are combined twice to obtain E, R, S signals.
4. The method of claim 3, wherein the method for obtaining the mode angle of the hemispherical resonator gyroscope when the forward amplification factors are inconsistent comprises: and performing secondary combination on the signals Cx ', Sx', Cy 'and Sy' to obtain E, R, S signals, wherein the expression is as follows:
5. the method of claim 4, wherein the method for obtaining the mode angle of the hemispherical resonator gyroscope when the forward amplification factors are inconsistent comprises: the reference signal vrc、vrsIs composed of sine signal and cosine signal.
6. The method of claim 5, wherein the method for obtaining the mode angle of the hemispherical resonator gyroscope when the forward amplification factors are inconsistent comprises: in the step 5, an angle measurement equation considering the forward amplification coefficient ratio k is established; the specific process is as follows:
establishing an angle measurement equation considering the forward amplification coefficient ratio k, wherein the form is as follows:
wherein k is ky/kx,kxIs the forward amplification factor, k, of the 0 DEG electrodeyForward amplification factor for a 45 ° electrode; thetarealThe real value of the vibration mode angle of the hemispherical resonance gyroscope is obtained.
7. The method of claim 6, wherein the method for obtaining the mode angle of the hemispherical resonator gyroscope when the forward amplification factors are inconsistent comprises: in the step 5, an extended kalman filter is designed based on an angle measurement equation of the forward amplification factor ratio k, and a model selected by the filter is as follows:
k (i +1) ═ k (i), c (i +1) ═ c (i), are state equations, k (i) is the forward amplification coefficient ratio, c (i) is the gyro precession coefficient, i is the ith time;is an observation equation, θrIs the rotating angle of the rotary table, and v is the measurement noise;
in the step 5, initial parameter setting is carried out on the extended Kalman filter; the specific process is as follows:
setting initial parameters when the extended Kalman filter is started, giving initial values and orderingP0|0=I;
8. The method of claim 7, wherein the method for obtaining the mode angle of the hemispherical resonator gyroscope when the forward amplification factors are inconsistent comprises: in the step 6, the E, R, S signal obtained in the step 4 is used as the input of the extended kalman filter, the forward amplification factor ratio k is identified, and the estimated forward amplification factor ratio is output after the filtering is finishedIdentificationThe method comprises the following specific steps:
s1: predicting a state estimate at a next time
In the formula,is an a priori estimate of the forward amplification factor ratio k at the ith time,is an estimate of the forward amplification factor ratio k at time i-1,is an a priori estimate of the precession coefficient c at the ith instant,is an estimated value of the precession coefficient c at the i-1 th moment;
s2: predicting the covariance of the estimation error at the next time instant:
Pi|i-1=Pi-1|i-1
in the formula, Pi|i-1To estimate the predicted value, P, of the error covariance matrix at time ii-1|i-1Is the value of the estimated error covariance matrix at the (i-1) th moment;
s3: judging whether a signal E, R and S are input into the extended Kalman filter, if so, jumping to S4, and if not, jumping to the step S9;
s4: and predicting the measurement matrix at the next moment:
In which b is an intermediate variable, CiA measurement matrix at the ith moment;
s5: and predicting the measurement estimation value of the next moment:
s6: predicting the state gain matrix at the next moment:
Ki=Pi|i-1*Ci T*(Ci*Pi|i-1*Ci T+Q)-1
wherein Q is the covariance of the noise v; is a multiplication number, KiIs a state gain matrix of the ith moment, and T is a transposition;
s7: and updating the state estimation value at the next moment:
in the formula,the forward amplification factor is a posterior estimated value of the forward amplification factor ratio k at the ith moment;
s8: updating the covariance of the estimation error at the next moment, and then jumping to S1;
Pi|i=(I-KiCi)*Pi|i-1
in the formula, Pi|iThe value of the ith moment of the error covariance matrix is estimated, and I is an identity matrix;
9. The method of claim 8, wherein the method for obtaining the mode angle of the hemispherical resonator gyroscope when the forward amplification factors are inconsistent comprises: to be output in said step 7Substituting the angle measurement equation which is established in the step 5 and takes the forward amplification factor ratio k into consideration to obtain the vibration mode angle of the hemispherical resonator gyroscope when the forward amplification factors are inconsistent;
the expression is as follows:
in the formula, thetagujiThe estimated value of the vibration mode angle of the hemispherical resonance gyroscope is obtained.
10. The method of claim 9, wherein the method for obtaining the mode angle of the hemispherical resonator gyroscope when the forward amplification factors are inconsistent comprises: the inconsistency of the forward amplification coefficients is caused by one or more of a forward amplification circuit error, a harmonic oscillator electrode plate area error, a harmonic oscillator electrode plate distance error and a harmonic oscillator installation deviation;
the plurality is 2, 3 or 4.
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