CN112033438A - Shaking base self-alignment method based on speed fitting - Google Patents
Shaking base self-alignment method based on speed fitting Download PDFInfo
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Abstract
The invention relates to the technical field of inertial navigation, in particular to a shaking base self-alignment method based on speed fitting. The method comprises the following steps: collecting specific force f of inertial measurement unit IMU in system B of body coordinate systemBAnd collecting the projection of the angular velocity of the B system relative to the I system of the earth center inertial coordinate system under the B systemAccording to fBAndobtaining a posture transformation matrix from a B system of the IMU to an N system of a northeast geographic coordinate systemBy using And fBPerforming reverse pure inertial navigation resolving to obtain pure inertial navigation speed of the IMU at each moment; fitting the pure inertial navigation speed to obtain a fitting inertial navigation speed; obtaining the shaking speed of the IMU at each moment according to the pure inertial navigation speed and the fitting inertial navigation speed, and obtaining a corrected posture conversion matrix according to the shaking speedThe problem that the alignment precision is not high in the prior art due to the fact that the shaking base is aligned based on the zero-speed assumed condition or the external high-precision information is used for assisting can be solved, and the problem that extra equipment needs to be added in the prior art.
Description
Technical Field
The invention relates to the technical field of inertial navigation, in particular to a shaking base self-alignment method based on speed fitting.
Background
The N system (INS) of the inertial northeast geographic coordinate system navigation system can provide completely autonomous navigation information, has the advantages of short reaction time, high reliability, small volume, light weight and the like, is widely applied to the military and civil navigation fields of airplanes, ships, missiles and the like, and has important national defense significance and great economic benefit.
The initial alignment provides an initial attitude for inertial navigation, the accuracy of the initial alignment directly influences the accuracy of subsequent inertial navigation of navigation, an external aiming mode is traditionally used for providing an initial direction for the initial alignment of the inertial navigation, and in recent years, with the development of inertial devices, high-accuracy rapid self-alignment becomes a key for guaranteeing the initial alignment as a core technology of an inertial northeast geographic coordinate system navigation system N system.
For high-precision fast self-alignment, in addition to the requirement for alignment precision, the alignment time needs to be shortened, and the alignment precision and the alignment time are interrelated and mutually restricted, and generally a longer alignment time is required to ensure the alignment precision. In addition, self-alignment is required to meet various actual environment requirements, and different alignment environments also affect the convergence of alignment, and finally affect the alignment accuracy. Under the condition of slight shaking (quasi-static base), such as vehicle-mounted shaking, inertial system alignment is usually adopted, the inertial system alignment method can overcome interference, theoretically, the inertial system alignment can completely overcome angular shaking, but is sensitive to line shaking interference. Under the condition of obvious shaking, such as wind waves and strong gust interference on a ship, the alignment precision and convergence time of the inertial system are obviously influenced, so that the self-alignment method under the condition of shaking the base becomes a hotspot for research.
At present, in the prior art, shaking base alignment is mostly carried out based on a zero-speed assumed condition, or external high-precision information is used for assistance, the former has the problem of low alignment precision, the latter needs to add additional equipment, and the latter has higher requirements on speed measurement precision.
Disclosure of Invention
Aiming at the defects in the prior art, the invention aims to provide a shaking base self-alignment method based on speed fitting, which can solve the problems that the shaking base alignment is performed based on a zero-speed assumed condition or is assisted by external high-precision information in the prior art, the former has low alignment precision, and the latter needs additional equipment.
In order to achieve the above purposes, the technical scheme adopted by the invention is as follows:
the invention provides a shaking base self-alignment method based on speed fitting, which comprises the following steps of:
collecting specific force f of inertial measurement unit IMU in system B of body coordinate systemBAnd collecting the projection of the angular velocity of the B system relative to the I system of the earth center inertial coordinate system under the B system
According to fBAndobtaining a posture transformation matrix from a B system of the IMU to an N system of a northeast geographic coordinate system
By usingAnd fBPerforming reverse pure inertial navigation resolving to obtain pure inertial navigation speed of the IMU at each moment;
fitting the pure inertial navigation speed to obtain a fitting inertial navigation speed;
obtaining the shaking speed of the IMU at each moment according to the pure inertial navigation speed and the fitting inertial navigation speed, and obtaining a corrected posture conversion matrix according to the shaking speed
On the basis of the technical scheme, according to fBAndobtaining an attitude transformation matrix from a B system to an N system of an IMUThe method specifically comprises the following steps:
obtaining an initial time earth inertia coordinate system E'I0Attitude transformation matrix to N system
According toAnd fBObtaining a strapdown inertial navigation inertial coordinate system B of a system B at the current time relative to the initial timeI0Of the rotation matrixAnd an initial moment strapdown inertial navigation inertial coordinate system BI0Specific speed of
Based onAndobtaining an initial moment strapdown inertial navigation inertial coordinate system BI0Earth inertial coordinate system to initial timeE′I0Attitude transformation matrix of
Based on the technical scheme, the earth inertia coordinate system E 'at the initial time is obtained'I0Attitude transformation matrix to N systemThe method specifically comprises the following steps:
Wherein L is0To align the start t0Moment strapdown inertial measurement unitLatitude, ωIEIs the rotational angular velocity of the earth.
On the basis of the technical scheme, the method is as followsAnd fBObtaining a strapdown inertial navigation inertial coordinate system B of a system B at the current time relative to the initial timeI0Of the rotation matrixAnd an initial moment strapdown inertial navigation inertial coordinate system BI0Specific speed ofThe method specifically comprises the following steps:
according toUpdating through strapdown inertial navigation attitudeCalculating a strapdown inertial navigation inertial coordinate system B of the system B at the current time relative to the initial timeI0Of the rotation matrixWherein the content of the first and second substances,i is an identity matrix;
according to the formulaCalculating to obtain an initial moment strapdown inertial navigation inertial coordinate system BI0Specific speed ofτ is a variable of the integral expression.
On the basis of the technical scheme, the method is based onAndobtaining an initial moment strapdown inertial navigation inertial coordinate system BI0To initial time earth inertia coordinate system E'I0Attitude transformation matrix ofThe method specifically comprises the following steps:
according to the formulaCalculating to obtain an initial time earth inertia coordinate system E'I0Specific speed ofWherein f isNIs a specific force under the N series,is composed ofTransposing;
strapdown inertial navigation inertial coordinate system B based on initial timeI0Specific speed ofAnd an initial time earth inertia coordinate system E'I0Specific speed ofAccording to the formula
Calculating to obtain an initial moment strapdown inertial navigation inertial coordinate system BI0Earth inertial coordinate system to initial timeE′I0Attitude transformation matrix ofWherein the content of the first and second substances,is composed ofMiddle t0Take 0, t and t1The integral of (a) is calculated,is t0Take 0, t and t2Integral of (1);is composed ofMiddle t0Take 0, t and t1The integral of (a) is calculated,is t0Take 0, t and t2Integral of, t1=1/2*t2And tau is a variable of the integral expression.
On the basis of the technical scheme, the method is as followsAndobtaining an initial attitude transformation matrix of the IMUThe method specifically comprises the following steps:
according to the formulaObtaining an initial time earth inertia coordinate system E'I0Attitude transformation matrix to B system
On the basis of the technical scheme, the utilizationAnd fBThe method for calculating reverse pure inertial navigation to obtain the pure inertial navigation speed at each moment comprises the following steps:
according to the formula
Calculating to obtain the pure inertial navigation speed v at each momentN,
Wherein, the superscript represents the differentiation of the parameter, the section of No. book represents the parameter which needs to be inverted in the reverse solving process,is composed ofThe process is carried out in a reverse manner,is v isNThe process of (1) is carried out in a reverse manner,in the form of a matrix of positions,l is the latitude of the current moment, and lambda is the longitude of the current moment;the projection of the earth rotation angular velocity in an E system of an earth coordinate system after the earth rotation angular velocity is inverted and the projection of the earth rotation angular velocity in an N system of a northeast geographical coordinate systemIs the angular velocity of N relative to E,h is the height, R is the radius of the earth,andis the pure inertial velocityX, Y and a component in the Z direction, g, under NN=[0 0 -g]TG is the local gravitational acceleration; h is the height of the glass substrate,is the pure inertial velocity vNThe Z-direction component of (a).
On the basis of the technical scheme, fitting the pure inertial navigation speed to obtain a fitting inertial navigation speed specifically comprises:
pure inertial navigation velocity v for each momentNPerforming quadratic fitting to obtain a basic fitting equation as follows:wherein a, b and c are fitting coefficients.
On the basis of the technical scheme, the obtaining of the shaking speed at each moment according to the pure inertial navigation speed and the fitting inertial navigation speed specifically comprises:
On the basis of the technical scheme, the corrected posture conversion matrix is obtained according to the shaking speedThe method specifically comprises the following steps:
according to the formula
Compared with the prior art, the invention has the advantages that: a shaking base self-alignment method based on speed fitting is a moving base self-alignment method independent of an external speed reference, navigation resolving is carried out by using original data output by inertial navigation after coarse alignment is completed, inertial navigation self errors and shaking speeds are separated through fitting, moving base alignment is carried out by using the separated shaking speeds, and alignment errors caused by the fact that the speed is assumed to be zero in traditional inertial system alignment are effectively solved. And no extra speed auxiliary equipment is needed, and engineering application can be conveniently carried out.
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In order to more clearly illustrate the technical solutions in the embodiments of the present application, the drawings needed to be used in the description of the embodiments are briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present application, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without creative efforts.
FIG. 1 is a flow chart of a method for shaking base self-alignment based on velocity fitting according to an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are some embodiments of the present application, but not all embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.
Embodiments of the present invention will be described in further detail below with reference to the accompanying drawings. FIG. 1 is a flow chart of a method for shaking base self-alignment based on velocity fitting according to an embodiment of the present invention.
As shown in FIG. 1, the invention provides a shaking base self-alignment method based on speed fitting, which comprises the following steps:
s1: collecting the ratio of an inertial measurement unit IMU in a system B of a body coordinate systemForce fBAnd collecting the projection of the angular velocity of the body coordinate system B relative to the earth center inertial coordinate system I under the B system
In this embodiment, the gyroscope output body coordinate system B of the IMU is projected under the system B relative to the angular velocity of the inertial coordinate system I of the earth centerThe accelerometer of the IMU outputs a specific force f under a body coordinate system B systemBThe geocentric inertial coordinate system: the origin is located at the center of the earth, and the directions of the coordinate axes are unchanged in the inertial space.
S2: according to fBAndobtaining a posture transformation matrix from a B system of the IMU to an N system of a northeast geographic coordinate system
In this embodiment, the step S2 specifically includes:
s21: obtaining an initial time earth inertia coordinate system E'I0Attitude transformation matrix to N system
The step S21 specifically includes:
Wherein L is0To align the start t0Latitude, omega of moment strapdown inertial unitIEIs the rotational angular velocity of the earth.
S22: according toAnd fBObtaining a strapdown inertial navigation inertial coordinate system B of a system B at the current time relative to the initial timeI0Of the rotation matrixAnd an initial moment strapdown inertial navigation inertial coordinate system BI0Specific speed of
S22: the method specifically comprises the following steps:
s221: according toUpdating through strapdown inertial navigation attitudeCalculating a strapdown inertial navigation inertial coordinate system B of the system B at the current time relative to the initial timeI0Of the rotation matrixWherein the content of the first and second substances,i is an identity matrix;
s222: according to the formulaCalculating to obtain an initial moment strapdown inertial navigation inertial coordinate system BI0Specific speed ofτ is a variable of the integral expression.
In the present embodiment, the specific velocity is an integral of a specific force, which is one unit of acceleration, and the integral is a velocity, and the integral thereof is a specific velocity.
S23: based onAndobtaining an initial moment strapdown inertial navigation inertial coordinate system BI0To initial time earth inertia coordinate system E'I0Attitude transformation matrix of
Preferably, step S23 specifically includes:
s231: according to the formulaCalculating to obtain an initial time earth inertia coordinate system E'I0Specific speed ofWherein f isNIs a specific force under the N series,is composed ofThe transpose of (a) is performed,
s232: strapdown inertial navigation inertial coordinate system B based on initial timeI0Specific speed ofAnd an initial time earth inertia coordinate system E'I0Specific speed ofAccording to the formula
Calculate to obtain the initialInertial coordinate system B of strap-down inertial navigation at starting timeI0To initial time earth inertia coordinate system E'I0Attitude transformation matrix of
Wherein the content of the first and second substances,is composed ofMiddle t0Take 0, t and t1The integral of (a) is calculated,is t0Take 0, t and t2Integral of (1);is composed ofMiddle t0Take 0, t and t1The integral of (a) is calculated,is t0Take 0, t and t2Integral of, t1=1/2*t2And tau is a variable of the integral expression.
In the present embodiment, t2And taking the current time t.
Step S24, specifically including the steps of:
s241: according to the formulaObtaining an initial time earth inertia coordinate system E'I0Attitude transformation matrix to B system
S242: according to the formulaCalculating to obtain an initial attitude transformation matrix of the IMU
S3: by usingAnd fBAnd (4) performing reverse pure inertial navigation resolving to obtain the pure inertial navigation speed of the IMU at each moment.
Preferably, step S3 specifically includes the following steps:
inertial navigation is well known in the art, and the specific differential equation is as follows, superscript · denotes the differential of the parameter:
according to the formula
Calculating to obtain the pure inertial navigation speed v at each momentN,Is composed ofThe value of the sampling instant of (c).
Wherein, the equation of either the equation or the equation of the equation is used to calculate the inverse value,is composed ofThe process is carried out in a reverse manner,is v isNThe process of (1) is carried out in a reverse manner,in the form of a matrix of positions,l is the latitude of the current moment, and lambda is the longitude of the current moment;the projection of the earth under the E system of the earth coordinate system after the inversion of the rotational angular velocity of the earth,is the angular velocity of N relative to E,h is the height, R is the radius of the earth,andis the pure inertial velocityX, Y and a component in the Z direction, g, under NN=[0 0 -g]TG is the local gravitational acceleration; h is the height of the glass substrate,is the pure inertial velocity vNThe projection of the earth rotation angular velocity under the N system of the northeast geographic coordinate system
S4: and fitting the pure inertial navigation speed to obtain a fitting inertial navigation speed.
Preferably, step S4 specifically includes: pure inertial navigation velocity v for each momentNPerforming quadratic fitting to obtain a basic fitting equation as follows:wherein a, b and c are fitting coefficients.
S5: obtaining the shaking speed of the IMU at each moment according to the pure inertial navigation speed and the fitting inertial navigation speed, and obtaining a corrected posture conversion matrix according to the shaking speed
Preferably, step S5 specifically includes:
According to the formula
Is calculated to obtainWherein the content of the first and second substances,is an intermediate amount ofAndto sum, i.e.
In this embodiment, the method further includes the following steps according to the result of the alignment by using the moving base and the acquired IMU raw data: and carrying out pure inertial navigation calculation on the gyroscope output data and the accelerometer output data to obtain position and attitude information at each moment.
in the embodiment of the present invention, in order to verify the practical application effect of the above moving base alignment scheme, self-alignment test data is analyzed, the range of the alignment result is counted, and the quality of the result is determined accordingly, the influence of the embodiment of the present invention and the zero-speed-based scheme on the self-alignment result is analyzed by comparison, and the self-alignment result is shown in the following table:
TABLE 1 self-alignment results
As can be seen from the table above, the self-alignment precision is obviously improved after the scheme is implemented.
Aiming at the problem that zero-speed hypothesis alignment errors are large when the shaking base is self-aligned without external speed auxiliary information, the embodiment of the invention provides a shaking base self-alignment method based on speed fitting, which is a moving base self-alignment method independent of an external speed reference. According to the scheme, additional speed auxiliary equipment is not needed, and engineering application can be conveniently carried out.
It is noted that, in the present application, relational terms such as "first" and "second", and the like, are used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other identical elements in a process, method, article, or apparatus that comprises the element.
The above description is merely exemplary of the present application and is presented to enable those skilled in the art to understand and practice the present application. Various modifications to these embodiments will be readily apparent to those skilled in the art, and the generic principles defined herein may be applied to other embodiments without departing from the spirit or scope of the application. Thus, the present application is not intended to be limited to the embodiments shown herein but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.
Claims (10)
1. A shaking base self-alignment method based on speed fitting is characterized by comprising the following steps:
collecting specific force f of inertial measurement unit IMU in system B of body coordinate systemBAnd collecting the projection of the angular velocity of the B system relative to the I system of the earth center inertial coordinate system under the B system
According to fBAndobtaining a posture transformation matrix from a B system of the IMU to an N system of a northeast geographic coordinate system
By usingAnd fBPerforming reverse pure inertial navigation resolving to obtain pure inertial navigation speed of the IMU at each moment;
fitting the pure inertial navigation speed to obtain a fitting inertial navigation speed;
2. The method for shaking base self-alignment based on velocity fitting of claim 1, wherein according to fBAndobtaining an attitude transformation matrix from a B system to an N system of an IMUThe method specifically comprises the following steps:
obtaining an initial time earth inertia coordinate system E'I0Attitude transformation matrix to N system
According toAnd fBObtaining a strapdown inertial navigation inertial coordinate system B of a system B at the current time relative to the initial timeI0Of the rotation matrixAnd an initial moment strapdown inertial navigation inertial coordinate system BI0Specific speed of
Based onAndobtaining an initial moment strapdown inertial navigation inertial coordinate system BI0Earth inertia to initial momentCoordinate system E'I0Attitude transformation matrix of
3. The method for self-alignment of a rocking base based on velocity fitting according to claim 2, wherein the earth inertial coordinate system E 'at the initial moment is obtained'I0Attitude transformation matrix to N systemThe method specifically comprises the following steps:
Wherein L is0To align the start t0Latitude, omega of moment strapdown inertial unitIEIs the rotational angular velocity of the earth.
4. The method for self-alignment of a rocking base based on velocity fitting of claim 2, wherein the method is based onAnd fBObtaining strapdown inertial navigation of system B relative initial time of current timeInertial frame BI0Of the rotation matrixAnd an initial moment strapdown inertial navigation inertial coordinate system BI0Specific speed ofThe method specifically comprises the following steps:
according toUpdating through strapdown inertial navigation attitudeCalculating a strapdown inertial navigation inertial coordinate system B of the system B at the current time relative to the initial timeI0Of the rotation matrixWherein the content of the first and second substances,i is an identity matrix;
5. The method for self-alignment of a rocking base based on velocity fitting of claim 2, wherein the method is based on velocity fittingAndobtaining an initial moment strapdown inertial navigation inertial coordinate system BI0To initial time earth inertia coordinate system E'I0Attitude transformation matrix ofThe method specifically comprises the following steps:
according to the formulaCalculating to obtain an initial time earth inertia coordinate system E'I0Specific speed ofWherein f isNIs a specific force under the N series,is composed ofTransposing;
strapdown inertial navigation inertial coordinate system B based on initial timeI0Specific speed ofAnd an initial time earth inertia coordinate system E'I0Specific speed ofAccording to the formula
Calculating to obtain an initial moment strapdown inertial navigation inertial coordinate system BI0To initial time earth inertia coordinate system E'I0Attitude transformation matrix ofWherein the content of the first and second substances,is composed ofMiddle t0Take 0, t and t1The integral of (a) is calculated,is t0Take 0, t and t2Integral of (1);is composed ofMiddle t0Take 0, t and t1The integral of (a) is calculated,is t0Take 0, t and t2Integral of, t1=1/2*t2And tau is a variable of the integral expression.
6. The method for self-alignment of a rocking base based on velocity fitting of claim 2, wherein the method is based onAndobtaining an initial attitude transformation matrix of the IMUThe method specifically comprises the following steps:
according to the formulaObtaining an initial time earth inertia coordinate system E'I0Attitude transformation matrix to B system
7. The method for rocking base self-alignment based on velocity fitting of claim 1, wherein the using is performed by using a linear velocity modelAnd fBThe method for calculating reverse pure inertial navigation to obtain the pure inertial navigation speed at each moment comprises the following steps:
according to the formula
Calculating to obtain the pure inertial navigation speed v at each momentN,
Wherein, the superscript represents the differentiation of the parameter, the section of No. book represents the parameter which needs to be inverted in the reverse solving process,is composed ofThe process is carried out in a reverse manner, is v isNThe process of (1) is carried out in a reverse manner, in the form of a matrix of positions,l is the latitude of the current moment, and lambda is the longitude of the current moment;the projection of the earth rotation angular velocity in an E system of an earth coordinate system after the earth rotation angular velocity is inverted and the projection of the earth rotation angular velocity in an N system of a northeast geographical coordinate system Is the angular velocity of N relative to E,h is the height, R is the radius of the earth,andis the pure inertial velocityX, Y and a component in the Z direction, g, under NN=[0 0 -g]TG is the local gravitational acceleration; h is the height of the glass substrate,is the pure inertial velocity vNThe Z-direction component of (a).
8. The method for self-alignment of a rocking base based on velocity fitting according to claim 1, wherein said fitting a pure inertial velocity to obtain a fitted inertial velocity comprises:
9. The method for self-alignment of a shaking base based on velocity fitting according to claim 1, wherein the obtaining of the shaking velocity at each moment according to the pure inertial navigation velocity and the fitted inertial navigation velocity specifically comprises:
10. The method as claimed in claim 1, wherein the self-alignment of the rocking base based on velocity fitting is further characterized by obtaining a modified attitude transformation matrix according to the rocking velocityThe method specifically comprises the following steps:
according to the formulaIs calculated to obtainWherein the content of the first and second substances,
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CN113074757B (en) * | 2021-04-08 | 2023-08-22 | 北京李龚导航科技有限公司 | Calibration method for vehicle-mounted inertial navigation installation error angle |
CN116330304A (en) * | 2023-05-29 | 2023-06-27 | 广东隆崎机器人有限公司 | Six-axis robot motion adjustment method, system, six-axis robot and medium |
CN116330304B (en) * | 2023-05-29 | 2023-08-01 | 广东隆崎机器人有限公司 | Six-axis robot motion adjustment method, system, six-axis robot and medium |
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