CN113834481B - Night polarization angle error correction method based on starlight vector information - Google Patents
Night polarization angle error correction method based on starlight vector information Download PDFInfo
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- G—PHYSICS
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- G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
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Abstract
The invention relates to a night polarization angle error correction method based on starlight vector information. Firstly, measuring the current state of the carrier by using a polarization sensorAngle of polarization in the direction of measurementWill beExpressed as true value of polarization angleAnd error of polarization angleAnd the polarization angle measured by the polarization sensorCalculating a polarization vector(ii) a According to the clock information built in the carrier and combining with the astronomical calendar to obtain the inertial coordinate system of the moon at the current momentiRepresentation under systemm i And measured by an astronomical sensorbAre disclosed and claimediStarlight vector under systemBy passingConstruction ofiAre disclosed and claimedbTransition matrix between systemsIn conjunction with the transformation matrix, willm i Switch over tobIs obtained bym b As a moon vector inbNominal values under; error of polarization angleAs the state vector, the state vector is defined by combining an inertial navigation error equationxFurther establishing a state equation; establishing a moonBright nominal valuem b And (3) a relation equation with the polarization angle error of the observation point, and linearizing the equation, thereby establishing a measurement equation and estimating the polarization angle error.
Description
Technical Field
The invention belongs to the field of navigation, and relates to a night sky polarization angle error correction method based on starlight vector information, which can be used for full autonomous navigation of an unmanned moving carrier in an environment that a satellite signal fails due to electromagnetic interference of an aircraft in a complex environment at night, so that the survival capacity of the aircraft is improved.
Background
The night environment is darker, has the advantage that the disguise is good, and the ability of independently navigating at night is concerned with aircraft flight safety, has important meaning to effectively accomplishing the flight task. At present, the GPS system in the united states and the BDS system in china have been widely used, but they rely too much on communication signals, so that navigation information is easily lost when the signals are interfered or blocked. Therefore, the method has important engineering significance and practical value for improving the all-day autonomous navigation capability of the carrier. Compared with the daytime environment, the navigation mode based on the visual light band such as vision is difficult to realize under the dim ambient light condition at night. In order to realize autonomous navigation of the carrier in the night environment, a combined navigation strategy is adopted.
The starlight navigation utilizes the star sensor to measure the starlight vector information in the sky so as to determine the carrier attitude, has the advantages of high precision and strong autonomy, and is easily influenced by weather, such as failure in cloud, haze and other weather environments; polarized light navigation is based on atmospheric particle scattering, is an autonomous navigation method developed in recent years based on bionics, has the characteristics of interference resistance, strong environmental adaptability and the like, can still keep good navigation capability under certain cloud and mist interference, but is difficult to accurately model due to the influence of particles such as aerosol, water vapor and the like on the scattering process, so that the precision of the polarized light navigation is lower than that of astronomical navigation. Therefore, the advantages of the two navigation methods are combined, when the astronomical sensor is effective, the high-precision starlight vector information is used for correcting the polarization information, when the astronomical sensor fails, the corrected polarization information is used for navigation, and the precision and the reliability of the navigation system can be effectively improved. However, the polarization information is affected by weather and environment, and the error is often large, which is a difficult problem for correcting and compensating the polarization error.
The existing polarization and astronomical combined navigation method, such as the granted patent "a combined navigation method (ZL 201611062735.2) based on polarization information" does not fully utilize the characteristics of astronomical information and polarization, and combines the characteristics of astronomical information and polarization to consider the correction of the error existing in the polarization information, and the granted patent "a course and attitude determination method (ZL 201911252069.2) based on polarization/astronomical information fusion" does not consider the influence of the polarization angle error, and does not closely combine astronomical and polarization information to use astronomical information to correct the polarization angle error.
Disclosure of Invention
In order to solve the defects of the prior art, in view of the comprehensive angle of precision and stability, the night sky polarization angle error correction method based on starlight vector information is provided, and polarization errors are corrected by combining astronomical information, so that the polarization information precision is improved, the anti-interference capability and the attitude calculation precision of an aircraft are improved, and high-environment-adaptability autonomous navigation can be realized.
The technical solution of the invention is as follows: a night sky polarization angle error correction method based on starlight vector information comprises the following steps:
step 1, installing a polarization sensor in a carrier coordinate systembUnder the condition of measuring the polarization angle of the carrier in the observation direction under the current state by utilizing a polarization sensorThe polarization angle measured by the polarization sensorExpressed as true value of polarization angleAnd error of polarization angleAnd the polarization angle is measured by a polarization sensorCalculating a polarization vector;
Step 2, calculating the right ascension of the moon at the current moment according to the clock information arranged in the carrier and combining with the astronomical calendarR A And declinationδObtaining the moon in an inertial coordinate systemiRepresentation under systemm i (ii) a And is mounted bybMeasurement of an astronomical sensor under the systembStarlight vector under system,k=1,2, obtained by star atlas matchingiStarlight vector under system,k=1,2, byConstruction ofiAre disclosed and claimedbTransition matrix between systemsIn combination with the conversion matrixWill bem i Switch over tobIs obtained bym b As a moon vector inbNominal values under;
step 3, correcting the error of the polarization angleAs the state vector, the state vector is defined by combining an inertial navigation error equationxFurther establishing a state equation;
Step 4, calculating the nominal value of the moonm b And the polarization vector of the observation pointAngle therebetweenαEstablishing a relation equation between the included angle and the polarization angle error of the observation point, and linearizing the equation to establish a measurement equationThe polarization angle error is estimated, wherein,Z d represents a measured value ofm b Andthe cosine value of the angle between the two vectors,Hthe measurement matrix is represented by a matrix of measurements,v d in order to measure noise, night sky polarization angle error correction based on starlight vector information is completed.
Further, in step 1, the polarization sensor is mounted onbIs attached to measurebIs the polarization vector of the observation direction of the current state of the carrierThe polarization vector directly measured by the polarization sensor has an error, expressed in the form:
wherein the content of the first and second substances,the true value of the polarization angle is shown,indicating the error of the polarization angle, observing the coordinate system of the pointgThe polarization vector under is expressed as:
further obtainbThe polarization vector under, expressed in the form:
wherein the content of the first and second substances,to representgAre disclosed and claimedbThe relationship between the systems.
Further, in the step 2, the right ascension of the moon at the current time is obtained by combining the astronomical calendar with the clock information built in the carrierR A And declinationδAnd further obtain the moon iniThe following representation:
by means of mounting onbMeasurement of the star sensor under the systembStarlight vector under system,k=1,2, through star map matching, inertial coordinate system can be obtainediStarlight vector under system,k=1,2, byConstruction ofiIs tied tobTransformation matrix of system:
Wherein the content of the first and second substances,,wherein, in the step (A),,is shown perpendicular toThe unit vector of the plane formed by the two vectors,is shown perpendicular toThe unit vector of the plane to be formed,is represented byThree mutually perpendicular unit vectors are constructed; in the same way as above, the first and second,is represented byThree mutually perpendicular unit vectors are constructed;norm() The expression is normalized to the vector in order to guaranteeThree vectors are unit vectors;
in conjunction with the transformation matrix, willm i Switch over tobIs obtained bym b As a moon vector inbNominal values under:
further, in step 3, the polarization angle error is used as a state vector, and an inertial navigation error equation is combined to establish the state vector, where the state vector is expressed as:
whereinThe error in the three-axis misalignment angle is indicated,the error in the three-axis velocity is represented,representing the latitude, longitude, altitude error,showing the drift of the three axes of the gyro,representing the bias of three axes of the accelerometer, and establishing a state equation based on the state vector as follows:
wherein the content of the first and second substances,Ais a matrix of the states of the system,wis a noise matrix.
Further, in the step 4, according to the nominal value of the moon given in the step 2m b The included angle between the nominal value and the polarization vector of the observation point can be obtainedα:
In the above formula, the first and second carbon atoms are,m b andobtained from star sensors and polarisation sensors respectivelybThe moon vector sum underbAnd further, obtaining the relation between the included angle and the polarization angle by using the polarization vector:
the angle is established by the above equation (11)αLinear relationship to polarization angle error, expressed as:
therefore, a measurement equation is established to estimate the polarization error, and the measurement equation is expressed as:
wherein the content of the first and second substances,,v d representing noise, and finishing night sky polarization angle error correction based on starlight vector information.
Compared with the prior art, the invention has the advantages that:
(1) errors existing in the polarization information are corrected by using astronomical information, error terms existing in the polarization information are effectively corrected, and the precision of the polarization information in the attitude determination of the auxiliary carrier is improved;
(2) the self-attitude determination method is suitable for the environment with electromagnetic interference at night, can realize self-attitude determination, and improves the concealment of the aircraft.
Drawings
FIG. 1 is a flow chart of the method of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be described clearly and completely with reference to the accompanying drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, rather than all embodiments, and all other embodiments obtained by a person skilled in the art based on the embodiments of the present invention belong to the protection scope of the present invention without creative efforts.
The method can be used for the full autonomous navigation of the ground robot in the night GPS interference environment, and the survival capability of the carrier is improved.
As shown in fig. 1, the specific implementation steps of the present invention are as follows:
step 1, installing a polarization sensor onbIs attached to measurebIs the polarization vector of the observation direction of the current state of the carrierThe polarization vector directly measured by the polarization sensor has an error, expressed in the form:
wherein the content of the first and second substances,the true value of the polarization angle is shown,indicating the error of the polarization angle, observing the coordinate system of the pointgThe polarization vector under is expressed as:
further obtainbThe polarization vector under, expressed in the form:
wherein the content of the first and second substances,to representgAre disclosed and claimedbThe relationship between the systems.
Step 2, obtaining the right ascension of the moon at the current moment according to the clock information arranged in the carrier and combining with the astronomical calendarR A And declinationδAnd further obtain the moon iniThe following representation:
by means of mounting onbMeasurement of the star sensor under the systembStarlight vector under system,k=1,2, through star map matching, inertial coordinate system can be obtainediStarlight vector under system,k=1,2, byConstruction ofiIs tied tobTransformation matrix of system:
Wherein the content of the first and second substances,,wherein, in the step (A),,is shown perpendicular toThe unit vector of the plane formed by the two vectors,is shown perpendicular toThe unit vector of the plane to be formed,is represented byThree mutually perpendicular unit vectors are constructed; in the same way as above, the first and second,is represented byThree mutually perpendicular unit vectors are constructed;norm() The expression is normalized to the vector in order to guaranteeThree vectors are unit vectors;
in conjunction with the transformation matrix, willm i Switch over tobIs obtained bym b As a moon vector inbNominal value under system
And 3, establishing a state vector by taking the polarization angle error as the state vector and combining an inertial navigation error equation, wherein the state vector is expressed as:
whereinThe error in the three-axis misalignment angle is indicated,the error in the three-axis velocity is represented,representing the latitude, longitude, altitude error,showing the drift of the three axes of the gyro,representing the bias of three axes of the accelerometer, and establishing a state equation based on the state vector as follows:
wherein the content of the first and second substances,Ais a matrix of the states of the system,wis a noise matrix.
Step 4, according to the nominal value of the moon given in step 2m b The included angle between the nominal value and the polarization vector of the observation point can be obtainedα:
In the above formula, the first and second carbon atoms are,m b andobtained from star sensors and polarisation sensors respectivelybThe moon vector sum underbAnd further, obtaining the relation between the included angle and the polarization angle by using the polarization vector:
the angle is established by the above equation (11)αLinear relationship to polarization angle error, expressed as:
therefore, a measurement equation is established to estimate the polarization error, and the measurement equation is expressed as:
wherein the content of the first and second substances,,v d representing noise, and finishing night sky polarization angle error correction based on starlight vector information.
Those skilled in the art will appreciate that the invention may be practiced without these specific details.
Although illustrative embodiments of the present invention have been described above to facilitate the understanding of the present invention by those skilled in the art, it should be understood that the present invention is not limited to the scope of the embodiments, but various changes may be apparent to those skilled in the art, and it is intended that all inventive concepts utilizing the inventive concepts set forth herein be protected without departing from the spirit and scope of the present invention as defined and limited by the appended claims.
Claims (4)
1. A night polarization angle error correction method based on starlight vector information is characterized by comprising the following steps:
step 1, installing a polarization sensor in a carrier coordinate systembUnder the condition of measuring the polarization angle of the carrier in the observation direction under the current state by utilizing a polarization sensorThe polarization angle measured by the polarization sensorExpressed as true value of polarization angleAnd error of polarization angleAnd the polarization angle measured by the polarization sensorCalculating a polarization vector;
Step 2, calculating the right ascension of the moon at the current moment according to the clock information arranged in the carrier and combining with the astronomical calendarR A And declinationδObtaining the moon vector in the inertial coordinate systemiRepresentation under systemm i (ii) a And is mounted bybMeasurement of an astronomical sensor under the systembStarlight vector under system,k=1,2, obtained by star atlas matchingiStarlight vector under system,k=1,2, byAndconstruction ofiAre disclosed and claimedbTransition matrix between systemsIn combination with the conversion matrixWill bem i Switch over tobIs obtained bym b As a moon vector inbNominal values under;
step 3, correcting the error of the polarization angleAs the state vector, the state vector is defined by combining an inertial navigation error equationxFurther establishing a state equation;
Step 4, calculating the nominal value of the moon vectorm b And the polarization vector of the observation pointAngle therebetweenαEstablishing a relation equation between the included angle and the polarization angle error of the observation point, and linearizing the equation to establish a measurement equationThe polarization angle error is estimated, wherein,Z d represents a measured value ofm b Andthe cosine value of the angle between the two vectors,Hthe measurement matrix is represented by a matrix of measurements,v d for measuring noise, night sky polarization angle error correction based on starlight vector information is completed;
in the step 4, according to the nominal value of the moon vector given in the step 2m b Obtaining the included angle between the nominal value and the polarization vector of the observation pointα:
In the above formula, the first and second carbon atoms are,m b andobtained from astronomical sensors and polarisation sensors, respectivelybThe moon vector sum underbThe included angle is further obtained by the following polarization vectorαAnd polarization angle:
the angle is established by the above equation (11)αLinear relationship to polarization angle error, expressed as:
therefore, a measurement equation is established to estimate the polarization angle error,representing the coordinate system of the observation pointgAre disclosed and claimedbIs the conversion relationship between the systems, the measurement equation is expressed as:
2. The night polarization angle error correction method based on the star light vector information according to claim 1, characterized in that:
in the step 1, the polarization sensor is installed onbIs attached to measurebThe polarization angle of the current state observation direction of the carrierThe polarization angle directly measured by the polarization sensor has an error, and is expressed in the following form:
wherein the content of the first and second substances,the true value of the polarization angle is shown,indicating the error of the polarization angle, observing the coordinate system of the pointgThe polarization vector under is expressed as:
further obtainbThe polarization vector under, expressed in the form:
3. The night polarization angle error correction method based on the star light vector information according to claim 1, characterized in that:
in the step 2, the right ascension of the moon at the current moment is obtained by combining the clock information arranged in the carrier and the astronomical calendarR A And declinationδAnd then obtain the moon vector atiThe following representation:
by means of mounting onbMeasurement of an astronomical sensor under the systembStarlight vector under system,k=1,2, obtaining inertial frame by star map matchingiStarlight vector under system,k=1,2, byAndconstruction ofiIs tied tobTransformation matrix of system:
WhereinWherein, in the step (A),,is shown perpendicular toThe unit vector of the plane formed by the two vectors,is shown perpendicular toThe unit vector of the plane to be formed,is represented byThree mutually perpendicular unit vectors are constructed; in the same way as above, the first and second,is represented byThree mutually perpendicular unit vectors are constructed;norm() The expression is normalized to the vector in order to guaranteeThree vectors are unit vectors;
in conjunction with the transformation matrix, willm i Switch over tobIs obtained bym b As a moon vector inbNominal values under:
4. the night polarization angle error correction method based on the star light vector information according to claim 1, characterized in that:
in step 3, the polarization angle error is used as a state vector, and an inertial navigation error equation is combined to establish the state vector, so that the state vector is expressed as:
whereinThe error in the three-axis misalignment angle is indicated,the error in the three-axis velocity is represented,representing the latitude, longitude, altitude error,showing the drift of the three axes of the gyro,representing the bias of three axes of the accelerometer, and establishing a state equation based on the state vector as follows:
wherein the content of the first and second substances,Ais a matrix of the states of the system,wis a noise matrix.
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