CN109459027B - Navigation method based on polarization-geomagnetic vector tight combination - Google Patents
Navigation method based on polarization-geomagnetic vector tight combination Download PDFInfo
- Publication number
- CN109459027B CN109459027B CN201811336222.5A CN201811336222A CN109459027B CN 109459027 B CN109459027 B CN 109459027B CN 201811336222 A CN201811336222 A CN 201811336222A CN 109459027 B CN109459027 B CN 109459027B
- Authority
- CN
- China
- Prior art keywords
- coordinate system
- polarization
- geomagnetic
- body coordinate
- vector
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Images
Classifications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
- G01C21/04—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by terrestrial means
- G01C21/08—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by terrestrial means involving use of the magnetic field of the earth
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
- G01C21/02—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by astronomical means
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
- G01C21/20—Instruments for performing navigational calculations
Abstract
The invention relates to a navigation method based on a polarization-geomagnetic vector tight combination, which comprises the steps of firstly, intelligently extracting sun vector information under a carrier coordinate system by using a compound eye-imitating polarization compass; secondly, combining the solar astronomical calendar to obtain solar vector information under a geographic coordinate system, and establishing an information conversion relation of the solar vector under a body coordinate system and the geographic coordinate system; extracting the geomagnetic vectors in the body coordinate system and the geographic coordinate system, and establishing a conversion relation between the geomagnetic vectors in the body coordinate system and the geographic coordinate system; then, carrying out information fusion on the geomagnetic vector and the sun vector in a body coordinate system; and finally, establishing a combined navigation system model based on polarization/geomagnetic vector fusion. Compared with the existing method, the method realizes the deep fusion of geomagnetic information and polarization information, can improve the precision and stability of the system, and can be used in the fields of attitude determination and positioning of carriers such as ships, unmanned aerial vehicles, missiles, unmanned vehicles and the like.
Description
Technical Field
The invention relates to a navigation method based on polarization-geomagnetic vector tight combination, which is used for determining and positioning the three-dimensional space autonomous attitude of carriers such as unmanned aerial vehicles, ships, missiles and the like.
Background
At present, the working environment of carriers such as unmanned aerial vehicles, ships, missiles and the like is increasingly complex, and in order to make up for the defect of single navigation, the combined navigation of multi-sensor fusion is the development direction of future navigation. The inertia/satellite integrated navigation system is the most widely applied integrated navigation system at present, but the satellite navigation is easily interfered by natural environment and human, and accurate and reliable navigation information cannot be provided under the environments of rejection, interference, confrontation and the like. Therefore, the application of the satellite navigation system in the fields of deep space exploration, deep sea exploration and the like is greatly limited. It is therefore desirable to develop integrated navigation systems that do not rely on satellite navigation.
The bionic polarization navigation is passive, free of radiation, good in concealment, strong in autonomy and free of influence of electromagnetic interference, can provide three-position attitude information and position information for a carrier, can perform advantage complementation on an inertial navigation system, and provides a new solution for improving the autonomy and reliability of the combined navigation system. The geomagnetic navigation system is another common navigation method, and can also provide attitude and position information with higher precision, so as to make up for attitude and position errors of the inertial navigation system. For the existing polarization/geomagnetic aided integrated navigation system, a satellite navigation system is used, such as granted chinese patent 201510312112.5, "a dual-mode bionic polarization/geomagnetic aided integrated navigation system, and papers," bionic polarized light/GPS/geomagnetic integrated navigation method design and implementation "," polarized light/geomagnetic/GPS/SINS integrated navigation algorithm research "," research and implementation of multi-information source fusion navigation method using polarized light, geomagnetic, GPS ", and the like. In addition, the applied chinese patent 201310037586.4, "positioning system and positioning method based on polarized light bionic navigation", the applied chinese patent CN 103822629, "positioning system and positioning method based on multi-directional polarized light navigation sensor", although no satellite navigation system is used, the deep fusion of geomagnetic information and polarization information is not considered, and the system reliability needs to be further improved.
In order to fully utilize the measurement information of polarization and geomagnetism and effectively improve the precision and reliability of the bionic combined navigation system, the invention carries out deep fusion on the polarization and geomagnetism vector information, establishes a navigation system model of polarization/geomagnetism vector tight combination for the first time, and can realize the bionic polarization/geomagnetism-assisted fully-autonomous combined navigation under the condition of no satellite navigation.
Disclosure of Invention
The invention discloses a navigation method based on a polarization-geomagnetic vector tight combination, which comprises the steps of firstly measuring sun position information under a body coordinate system in real time by designing a compound eye-imitating polarization compass, establishing an information conversion relation of a sun vector under the body coordinate and a geographical coordinate system by combining with an astronomical calendar, then establishing an information conversion relation of a geomagnetic vector under the body coordinate and the geographical coordinate system, carrying out information depth fusion on the geomagnetic vector and the sun vector under the body coordinate system, and establishing a navigation system model based on the polarization-geomagnetic vector tight combination.
The technical solution of the invention is as follows: a navigation method based on polarization-geomagnetic vector tight combination is realized by the following steps:
step (1), a compound eye-imitating polarization compass composed of polarization navigation sensors acquires and detects the sun vector under a body coordinate system in real time
Step (2) combining the solar astronomical calendar to obtain the sun vector under the geographic systemCombining the sun vector under the body coordinate obtained in the step (1), establishing a conversion relation between the geographic coordinate system and the sun vector under the body coordinate system
Step (3) respectively obtaining geomagnetic vectors under the body coordinate system and the geographic coordinate systemAndestablishing a conversion relation of the magnetic vectors in the geographic coordinate system and the body coordinate system
And (4) carrying out information fusion on the geomagnetic vector and the sun vector under the body coordinate system
And (5) combining the step (4) to establish a navigation system model based on the tight combination of the polarization-geomagnetic vector.
The step (1) is to obtain and detect the sun vector under the body coordinate system in real time by a compound eye-imitating polarization compass formed by a polarization navigation sensorThe concrete implementation is as follows:
the compound eye-imitating polarization compass consists of three polarization sensors, which are respectively marked as M1、M2、M3Wherein M is1The observation direction is zenith direction, M2And M3Are respectively symmetrically arranged at M1Measuring and mounting angle is eta, in M1Establishing a coordinate system Mxyz for the reference, wherein the x axis is the body axis direction of the carrier, the z axis points to the zenith, and the y axis is determined by a right-hand rule;
in the body coordinate system, the sun azimuth angleCan pass through M1Polarization azimuth angle measured by sensor And the azimuth angle psi provided by the geomagnetic sensor is calculated to obtain:
real-time obtaining polarization degree measured values d of three polarization sensors1,d2,d3Based on Rayleigh scattering theory, the polarization degree of an observation point has the following relation with a scattering angle:
wherein d ismax∈[max{d1,d2,d3},1),θ1,θ2,θ3Is M1、M2、M3The angle between the observation direction and the sun vector,
according to the structure of a compound eye-imitating polarizing compass1,θ2,θ3The relationship between can be expressed as:
cosθ2+cosθ3=2cosηcosθ1 (3)
according to the formulas (2) to (3), the maximum polarization degree d of the whole day domain can be obtainedmax;
According to the maximum polarization degree d of the full airspace under the geographic coordinate systemmaxObtaining the main polarization sensor M1Angle of polarization observation theta1:
Wherein, theta1The direction can be judged by an external light intensity sensor or a gravity sensor;
according to M1Sensor mounting method and sun altitude observation angleAngle of scattering theta1The relation between the solar altitude and the solar altitude is obtained under the body coordinate systemComprises the following steps:
in the module coordinate system, the sun vector can be expressed as:
The step (2) obtains the sun vector under the geographic system according to the solar astronomical calendarCombining stepEstablishing a conversion relation between the body coordinate system and the sun vector under the geographic coordinate by the sun vector under the body coordinate obtained in the step (1)The concrete implementation is as follows:
according to the geographical position of the carrier and the local time, the solar azimuth angle and the solar altitude angle under the geographical coordinate system are obtained through the solar almanac and are respectively expressed as follows:
Wherein, L is the geographical latitude, delta is the solar declination, and omega is the solar hour angle;
obtaining the sun vector under the geographic system according to the formula (6),
According to the attitude transformation relation between the body coordinate system and the geographic coordinate system, establishing the transformation relation of the sun vectors under the body coordinate system and the geographic coordinate system:
wherein the content of the first and second substances,a posture conversion matrix between the body coordinate system and the geographic coordinate system;
wherein, theta, gamma and psi are carrier pitch angle, roll angle and course angle respectively,
the attitude error angle of the system is defined as follows:
φ=[φx φy φz]T (9)
the conversion relationship between the body coordinate system and the sun vector under the geographic coordinate system can be expressed as:
whereinThe nominal matrix can be obtained by carrier attitude angles, and is specifically represented as:
the step (3) is to respectively obtain the geomagnetic vector under the body coordinate system and the geographic coordinate systemAndestablishing a conversion relation of the geomagnetic vectors in the body coordinate system and the geographic coordinate systemThe concrete implementation is as follows:
solving the geomagnetic vector under the geographic coordinate system to obtain the geomagnetic vector under the geographic coordinate system, which is expressed as:
the geomagnetic vector under the body coordinate system can be directly obtained through the geomagnetic sensor, and is represented as:
establishing a transformation relation of the geomagnetic vectors in the body coordinate system and the geographic coordinate system:
The step (4) is to earth magnetism vector under the body coordinate systemSun vector sumPerforming information depth fusionThe concrete implementation is as follows:
the sun vector of the body coordinate system obtained according to the step (2) and the step (3)And geomagnetic vectorAnd (3) performing cross multiplication processing on the formula (6) and the formula (12) to obtain polarization and geomagnetic vector fusion under a body coordinate system:
combining equations (10) and (13), equation (15) can be expressed as:
wherein:
the step (5) is combined with the step (4) to establish a navigation system model based on the tight combination of polarization-geomagnetic vectors, and the method is specifically realized as follows:
obtaining a combined navigation system model based on polarization-geomagnetic vector fusion through formula (15):
the principle of the invention is as follows: the sun position information is measured by the compound eye-imitating polarization compass, and the sun astronomical calendar is combined to establish the sun vector information transmission relation under the body coordinate and the geographic coordinate system. According to the geomagnetic vector obtained by the geomagnetic sensor in the body coordinate system, the conversion relation between the body coordinate system and the geomagnetic vector in the geographic coordinate system is established, in addition, the information depth fusion of the geomagnetic vector and the polarization vector is completed in the body coordinate system, and a navigation system model based on the close combination of the polarization-geomagnetic vector is established.
Compared with the prior art, the invention has the advantages that:
(1) the invention does not depend on satellite navigation signals, can carry out information fusion of the polarization vector and the geomagnetic vector by observing the atmospheric polarization field and the geomagnetic field, and jointly make up attitude and position measurement errors of inertial navigation, and has strong autonomy, robustness and reliability;
(2) the invention adopts the idea of tightly combining the polarization navigation system and the terrestrial magnetism navigation system, establishes a combined navigation system model based on polarization-terrestrial magnetism by introducing the attitude measurement error of inertial navigation, and can improve the observability of the system model.
(3) Compared with the traditional method, the method is not influenced by the error transmission of the polarization azimuth angle, can improve the precision of sun altitude observation, and further improves the performance of a navigation system based on the tight combination of polarization-geomagnetism.
Drawings
FIG. 1 is a flowchart illustrating a navigation method based on a combination of polarization-geomagnetic vector closeness according to the present invention;
fig. 2 is a schematic structural diagram of an imitation compound eye polarization compass according to the invention.
Detailed Description
The invention is further described with reference to the following figures and detailed description.
As shown in fig. 1, the navigation method based on the combination of the polarization-geomagnetic vector includes the following steps:
1. A compound eye-imitating polarization compass formed by polarization navigation sensors acquires the sun vector under the coordinate system of a detection module in real timeThe schematic structural diagram of the compound eye-imitating polarization compass is shown in fig. 2, and the compound eye-imitating polarization compass is composed of three polarization sensors which are respectively marked as M1、M2、M3Wherein M is1The observation direction is the zenith direction, M2And M3Are respectively symmetrically arranged at M1Measuring and mounting angle is eta, in M1Establishing a coordinate system Mxyz for the reference, wherein the x axis is the body axis direction of the carrier, the z axis points to the zenith, the y axis is determined by a right-hand rule,
in the body coordinate system, the sun azimuth angleCan pass through M1Polarization azimuth angle measured by sensorAnd the azimuth angle psi provided by the geomagnetic sensor is calculated to obtain:
real-time obtaining polarization degree measured values d of three polarization sensors1,d2,d3Based on Rayleigh scattering theory, the polarization degree of an observation point has the following relation with a scattering angle:
wherein d ismax∈[max{d1,d2,d3},1),θ1,θ2,θ3Is M1、M2、M3Observing an included angle between the direction and the sun vector;
according to the structure of a compound eye-imitating polarizing compass1,θ2,θ3The relationship between can be expressed as:
cosθ2+cosθ3=2cosηcosθ1 (3)
according to the formulas (2) to (3), the maximum polarization degree d of the whole day domain can be obtainedmax;
According to the maximum polarization degree d of the full airspace under the geographic coordinate systemmaxObtaining the main polarization sensor M1Observation angle of (theta)1:
Wherein, theta 1The direction can be judged by an external light intensity sensor or a gravity sensor;
according to M1Sensor mounting method and sun altitude observation angleAnd scattering angle theta1The relation between the solar altitude and the solar altitude is obtained under the body coordinate systemComprises the following steps:
in the body coordinate system, the sun vector can be expressed as,
2. Combining with solar astronomical calendar to obtain sun vector under geographic systemEstablishing conversion relation between the sun vector under the geographic coordinate system and the body coordinateAccording to the geographical position of the carrier and the local time, the solar azimuth angle and the solar altitude angle under the geographical coordinate system are obtained through the solar almanac and are respectively expressed as follows:
wherein, L is the geographical latitude, delta is the solar declination, and omega is the solar hour angle;
obtaining the sun vector under the geographic system according to the formula (6),
According to the attitude transformation relation between the body coordinate system and the geographic coordinate system, establishing the transformation relation of the sun vectors under the body coordinate system and the geographic coordinate system:
wherein the content of the first and second substances,is the attitude transformation matrix between the body coordinate system and the geographic coordinate system,
wherein, theta, gamma and psi are carrier pitch angle, roll angle and course angle respectively,
the attitude error angle of the system is defined as follows:
φ=[φx φy φz]T (9)
the conversion relationship between the body coordinate system and the sun vector under the geographic coordinate system can be expressed as:
WhereinThe nominal matrix can be obtained by carrier attitude angles, and is specifically represented as:
3. respectively obtaining geomagnetic vectors under a body coordinate system and a geographic coordinate systemAndestablishing a transformation relation of the geomagnetic vectors in the body coordinate system and the geographic coordinate system:
solving the geomagnetic vector under the geographic coordinate system to obtain the geomagnetic vector under the geographic coordinate system, which is expressed as:
the geomagnetic vector under the body coordinate system can be directly obtained through the geomagnetic sensor, and is represented as:
establishing a transformation relation of the geomagnetic vectors in the body coordinate system and the geographic coordinate system:
4. under the body coordinate system, for the geomagnetic vectorAnd sun vectorPerforming information depth fusion
The sun vector of the body coordinate system obtained according to the step (2) and the step (3)And geomagnetic vectorAnd (3) performing cross multiplication processing on the formula (6) and the formula (12) to obtain polarization and geomagnetic vector fusion under a body coordinate system:
combining equations (10) and (13), equation (15) can be expressed as:
wherein
5. And (4) establishing a navigation system model based on the tight combination of the polarization/geomagnetic vectors by combining the steps of:
obtaining a combined navigation system model based on polarization/geomagnetic vector fusion through formula (15):
Claims (5)
1. a navigation method based on polarization-geomagnetic vector tight combination is characterized in that: the method comprises the following implementation steps:
Step (1), a compound eye-imitating polarization compass formed by polarization navigation sensors acquires and detects the sun vector under a body coordinate system in real time
Step (2) obtaining sun vectors under the geographic system according to the solar almanacCombining the sun vector under the body coordinate obtained in the step (1) to establish a conversion relation between the body coordinate system and the sun vector under the geographic coordinate systemWherein, the first and the second end of the pipe are connected with each other,converting a matrix for the posture between the body coordinate system and the geographic coordinate system;
step (3) respectively obtaining geomagnetic vectors under the body coordinate system and the geographic coordinate systemAndestablishing a conversion relation of the geomagnetic vectors in the body coordinate system and the geographic coordinate system
Step (4) under the body coordinate system, geomagnetic vector is alignedAnd sun vectorPerforming information depth fusionS is the fusion of polarization and geomagnetic vectors under a body coordinate system;
step (5), combining with the step (4), establishing a navigation system model based on the tight combination of the polarization-geomagnetic vector;
the step (1) is to obtain the compound eye-imitating polarization compass formed by the polarization navigation sensor in real timeDetecting sun vector under body coordinate systemThe concrete implementation is as follows:
the compound eye-imitating polarization compass consists of three polarization sensors, which are respectively marked as M1、M2、M3Wherein M is1The observation direction is the zenith direction, M 2And M3Are respectively symmetrically arranged at M1Measuring and mounting angle of eta, in M1Establishing a coordinate system Mxyz for the reference, wherein the x axis is the body axis direction of the carrier, the z axis points to the zenith, and the y axis is determined by a right-hand rule;
in the body coordinate system, the sun azimuth angleCan pass through M1Polarization azimuth angle measured by sensorAnd the azimuth angle psi provided by the geomagnetic sensor is calculated to obtain:
real-time obtaining polarization degree measured values d of three polarization sensors1,d2,d3Based on Rayleigh scattering theory, the polarization degree of an observation point has the following relation with a scattering angle:
wherein d ismax∈[max{d1,d2,d3},1),θ1,θ2,θ3Is M1、M2、M3Observing an included angle between the direction and the sun vector;
based on the structure of the compound eye-imitating polarization compass,θ1,θ2,θ3The relationship between can be expressed as:
cosθ2+cosθ3=2cosηcosθ1 (3)
according to the formulas (2) to (3), the maximum polarization degree d of the whole day domain can be obtainedmax,
According to the maximum polarization degree d of the full airspace under the geographic coordinate systemmaxObtaining the main polarization sensor M1Observation angle of (theta)1:
Wherein, theta1The direction can be judged by an external light intensity sensor or a gravity sensor;
according to M1Sensor mounting method and sun altitude observation angleAnd scattering angle theta1The relation between the solar altitude and the solar altitude is obtained under the body coordinate systemComprises the following steps:
in the body coordinate system, the sun vector can be expressed as:
2. The navigation method according to claim 1, wherein the navigation method based on the close combination of polarization-geomagnetic vectors is characterized in that: the step (2) obtains the sun vector under the geographic system according to the solar astronomical calendarCombining the sun vector under the body coordinate obtained in the step (1), establishing a conversion relation between the body coordinate system and the sun vector under the geographic coordinateThe concrete implementation is as follows:
according to the geographical position of the carrier and the local time, the solar azimuth angle and the solar altitude angle under the geographical coordinate system are obtained through the solar almanac and are respectively expressed as follows:
wherein L is geographical latitude, delta is solar declination, omega is solar hour angle,
obtaining the sun vector under the geographic system according to the formula (6),
According to the attitude transformation relation between the body coordinate system and the geographic coordinate system, establishing the transformation relation of the sun vectors under the body coordinate system and the geographic coordinate system:
wherein the content of the first and second substances,is the attitude transformation matrix between the body coordinate system and the geographic coordinate system,
wherein, theta, gamma and psi are carrier pitch angle, roll angle and course angle respectively;
the attitude error angle of the system is defined as follows:
φ=[φx φy φz]T (9)
the conversion relationship between the body coordinate system and the sun vector under the geographic coordinate system can be expressed as:
WhereinThe nominal matrix can be obtained by carrier attitude angles, and is specifically represented as:
3. the navigation method according to claim 1, wherein the navigation method based on the close combination of polarization-geomagnetic vectors is characterized in that: the step (3) is to respectively obtain the geomagnetic vector under the body coordinate system and the geographic coordinate systemAndestablishing a conversion relation of the geomagnetic vectors in the body coordinate system and the geographic coordinate systemThe concrete implementation is as follows:
solving the geomagnetic vector under the geographic coordinate system to obtain the geomagnetic vector under the geographic coordinate system, which is expressed as:
the geomagnetic vector under the body coordinate system can be directly obtained through the geomagnetic sensor, and is represented as:
establishing a transformation relation of the geomagnetic vectors in the body coordinate system and the geographic coordinate system:
4. the method according to claim 2, wherein the navigation method based on the close combination of polarization-geomagnetic vectors comprises: the step (4) is to measure the geomagnetic vector under the body coordinate systemAnd sun vectorPerforming information depth fusionThe concrete implementation is as follows:
the sun vector of the body coordinate system obtained according to the step (2) and the step (3)And geomagnetic vectorAnd (3) performing cross multiplication processing on the formula (6) and the formula (12) to obtain polarization and geomagnetic vector fusion under a body coordinate system:
Combining equations (10) and (13), equation (15) can be expressed as:
wherein:
5. the navigation method according to claim 1, wherein the navigation method based on the close combination of polarization-geomagnetic vectors is characterized in that: the step (5) is combined with the step (4) to establish a navigation system model based on the tight combination of polarization-geomagnetic vectors, and the method is specifically realized as follows:
obtaining a combined navigation system model based on polarization-geomagnetic vector fusion through formula (15):
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201811336222.5A CN109459027B (en) | 2018-11-09 | 2018-11-09 | Navigation method based on polarization-geomagnetic vector tight combination |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201811336222.5A CN109459027B (en) | 2018-11-09 | 2018-11-09 | Navigation method based on polarization-geomagnetic vector tight combination |
Publications (2)
Publication Number | Publication Date |
---|---|
CN109459027A CN109459027A (en) | 2019-03-12 |
CN109459027B true CN109459027B (en) | 2022-06-10 |
Family
ID=65609986
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201811336222.5A Active CN109459027B (en) | 2018-11-09 | 2018-11-09 | Navigation method based on polarization-geomagnetic vector tight combination |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN109459027B (en) |
Families Citing this family (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109974692B (en) * | 2019-03-21 | 2021-08-10 | 北京控制工程研究所 | Hidden environment astronomical positioning system and method based on Mitsui signal |
CN110779514B (en) * | 2019-10-28 | 2021-04-06 | 北京信息科技大学 | Hierarchical Kalman fusion method and device for auxiliary attitude determination of bionic polarization navigation |
CN110887478B (en) * | 2019-12-09 | 2021-09-07 | 北京航空航天大学 | Autonomous navigation positioning method based on polarization/astronomical assistance |
CN110887472B (en) * | 2019-12-09 | 2021-10-22 | 北京航空航天大学 | Polarization-geomagnetic information deep fusion fully-autonomous attitude calculation method |
CN111045454B (en) * | 2019-12-30 | 2021-12-10 | 北京航空航天大学 | Unmanned aerial vehicle self-driving instrument based on bionic autonomous navigation |
CN112033406B (en) * | 2020-08-19 | 2022-05-17 | 五邑大学 | Navigation method, device and storage medium based on lightweight network |
CN112097777A (en) * | 2020-09-09 | 2020-12-18 | 北京空间飞行器总体设计部 | Satellite attitude determination method based on bionic polarization angle measurement sensor and magnetometer |
CN114018258A (en) * | 2021-11-05 | 2022-02-08 | 北京航空航天大学杭州创新研究院 | Bionic combined navigation method based on polarization measurement noise variance adaptive estimation |
CN114018257A (en) * | 2021-11-05 | 2022-02-08 | 北京航空航天大学杭州创新研究院 | Polarization/inertia installation error non-support self-calibration method |
CN117308926B (en) * | 2023-11-30 | 2024-01-30 | 北京航空航天大学 | Sun vector optimizing method based on sun sensor and polarization sensor |
Family Cites Families (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103071237B (en) * | 2013-01-04 | 2014-12-31 | 温雪峰 | Magnet-position-adjustable bionic geomagnetism generator and adjusting method thereof |
CN103822629B (en) * | 2014-03-11 | 2017-02-22 | 大连理工大学 | Positioning system based on multi-directional polarized light navigation sensor and positioning method of positioning system |
CN105021188B (en) * | 2015-06-09 | 2018-08-21 | 北京航空航天大学 | A kind of bionic polarization/combined geomagnetism aided navigation system |
CN106679645B (en) * | 2016-08-24 | 2019-10-25 | 大连理工大学 | Real time navigation apparatus based on multi-direction polarised light |
CN108387206B (en) * | 2018-01-23 | 2020-03-17 | 北京航空航天大学 | Carrier three-dimensional attitude acquisition method based on horizon and polarized light |
-
2018
- 2018-11-09 CN CN201811336222.5A patent/CN109459027B/en active Active
Also Published As
Publication number | Publication date |
---|---|
CN109459027A (en) | 2019-03-12 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN109459027B (en) | Navigation method based on polarization-geomagnetic vector tight combination | |
CN109556632B (en) | INS/GNSS/polarization/geomagnetic integrated navigation alignment method based on Kalman filtering | |
Li et al. | Magnetic sensors for navigation applications: an overview | |
CN108759819B (en) | Polarization navigation real-time positioning method based on all-sky-domain polarization degree information | |
CN106679645B (en) | Real time navigation apparatus based on multi-direction polarised light | |
CN109556631B (en) | INS/GNSS/polarization/geomagnetic combined navigation system alignment method based on least squares | |
CN106643709B (en) | Combined navigation method and device for offshore carrier | |
CN109324330A (en) | Based on USBL/SINS tight integration navigation locating method of the mixing without derivative Extended Kalman filter | |
CN103822629B (en) | Positioning system based on multi-directional polarized light navigation sensor and positioning method of positioning system | |
CN103196445B (en) | Based on the carrier posture measuring method of the earth magnetism supplementary inertial of matching technique | |
CN108225324B (en) | Indoor positioning method based on intelligent terminal and integrating geomagnetic matching and PDR | |
Yang et al. | Global autonomous positioning in GNSS-challenged environments: A bioinspired strategy by polarization pattern | |
Mostafa et al. | A novel GPS/RAVO/MEMS-INS smartphone-sensor-integrated method to enhance USV navigation systems during GPS outages | |
CN103630139A (en) | Underwater vehicle all-attitude determination method based on magnetic gradient tensor measurement | |
CN108225336A (en) | A kind of polarization independent combined navigation method based on confidence level | |
CN110887472B (en) | Polarization-geomagnetic information deep fusion fully-autonomous attitude calculation method | |
CN110887476B (en) | Autonomous course and attitude determination method based on polarization-astronomical included angle information observation | |
CN109459015B (en) | Polarization navigation global autonomous positioning method based on maximum polarization degree observation | |
CN104501809B (en) | Attitude coupling-based strapdown inertial navigation/star sensor integrated navigation method | |
Zhang et al. | A self-contained interactive iteration positioning and orientation coupled navigation method based on skylight polarization | |
CN110514200A (en) | A kind of inertial navigation system and high revolving speed posture of rotator measurement method | |
Liu et al. | A new method for distortion magnetic field compensation of a geomagnetic vector measurement system | |
Hamoudi et al. | Aeromagnetic and marine measurements | |
Guo et al. | Feature extraction and geomagnetic matching | |
CN115164872B (en) | Autonomous positioning method based on time sequence polarized light field |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant |