CN104613983A - Whole machine magnetometer calibration method applied to micro unmanned plane - Google Patents

Whole machine magnetometer calibration method applied to micro unmanned plane Download PDF

Info

Publication number
CN104613983A
CN104613983A CN201510056387.7A CN201510056387A CN104613983A CN 104613983 A CN104613983 A CN 104613983A CN 201510056387 A CN201510056387 A CN 201510056387A CN 104613983 A CN104613983 A CN 104613983A
Authority
CN
China
Prior art keywords
magnetometer
error
centerdot
phi
micro
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.)
Granted
Application number
CN201510056387.7A
Other languages
Chinese (zh)
Other versions
CN104613983B (en
Inventor
樊鹏辉
魏雅川
倪书豪
刘伟
龚晶
苗楠
梁宇恒
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Aerospace Age Feihong Technology Co., Ltd.
Original Assignee
China Academy of Aerospace Electronics Technology Co Ltd
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by China Academy of Aerospace Electronics Technology Co Ltd filed Critical China Academy of Aerospace Electronics Technology Co Ltd
Priority to CN201510056387.7A priority Critical patent/CN104613983B/en
Publication of CN104613983A publication Critical patent/CN104613983A/en
Application granted granted Critical
Publication of CN104613983B publication Critical patent/CN104613983B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01CMEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
    • G01C25/00Manufacturing, calibrating, cleaning, or repairing instruments or devices referred to in the other groups of this subclass

Landscapes

  • Engineering & Computer Science (AREA)
  • Manufacturing & Machinery (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Radar, Positioning & Navigation (AREA)
  • Remote Sensing (AREA)
  • Measuring Magnetic Variables (AREA)

Abstract

The invention provides a whole machine magnetometer calibration method applied to a micro unmanned plane. The method comprises the following steps: integrating outside hard magnetic interference with null bias errors of a magnetometer, integrating outside soft magnetic interference with sensitivity errors of the magnetometer, carrying out ellipsoid fitting calculation on magnetic interference errors and magnetometer sensor errors, calculating a rotary error matrix of mounting errors by combining with the attitude information of the micro unmanned plane according to a calculation result; and finally calculating calibration parameters of the magnetometer under the condition with the whole micro unmanned plane according to simultaneous error parameters. The calibration parameters of the magnetometer are integrated with environment magnetic interference parameters, sensor error parameters and mounting error parameters. The method has the characteristics of high integration degree, high engineering applicability and high calibration accuracy.

Description

A kind of complete machine magnetometer calibration steps being applied to Small and micro-satellite
Technical field
The invention belongs to detection field, be specifically related to a kind of complete machine magnetometer calibration steps being applied to Small and micro-satellite, can in line computation Small and micro-satellite the calibration parameter of magnetometer, obtain the accurate output of magnetometer under complete machine condition.
Background technology
Magnetometer due to the advantage in its size, weight, power consumption, and by combining with inertial navigation system, can revise the course information of navigational system in real time, eliminates course cumulative errors, is widely adopted in Small and micro-satellite navigational system.
The course precision that magnetometer exports in Small and micro-satellite mainly affects by factor in three.One is the sensor error that magnetometer self exists, and comprises transducer zeroing deviation, sensitivity error, orthogonal error etc.; Two is environment magnetic interference error, Small and micro-satellite small volume, and airborne equipment electromagnetic environment is complicated, introduces stronger Hard Magnetic interference and disturbs with soft magnetism, make magnetometer working environment comparatively severe; Three is the alignment error of magnetometer, because in Small and micro-satellite, magnetometer size is less, without strict frock, usually and body axis system there is larger alignment error.How eliminating and to weaken the impact of these errors on magnetometer, is the key improving course precision.
The calibration steps of current magnetometer divides by demarcation condition and mainly contains without the off-line calibration under magnetic turntable and the on-line proving that there is magnetic interference, divides mainly contain Multiple station method and ellipsoid fitting method etc. by scaling method.Off-line calibration for be the error parameter of magnetometer sensor self, calibration process is comparatively complicated, demarcates that efficiency is low, cost is high, and still needs magnetic interference equal error to external world again to demarcate in using in Small and micro-satellite.On-line proving allows there is being the demarcation carrying out magnetometer under magnetic environment, magnetic interference error to external world can make effective compensation, but due in Small and micro-satellite, magnetometer working environment is comparatively special, common online calibration method fails to carry out effective compensation to all error sources, cause magnetometer to export course precision not high, the needs of the actual use of Small and micro-satellite cannot be met.
Summary of the invention
Technical matters to be solved by this invention is: demarcate complicated for magnetometer in Small and micro-satellite, the situation that calibrating parameters is incomplete, incorporate the main error parameter of magnetometer at Small and micro-satellite, integration, in line computation calibration parameter, improves demarcation efficiency and the output accuracy of magnetometer in Small and micro-satellite.
The present invention includes following technical scheme:
Be applied to a complete machine magnetometer calibration steps for Small and micro-satellite, incorporate the three class errors of magnetometer in Small and micro-satellite, error mainly comprises environment magnetic interference error, sensor error and alignment error.
Magnetic interference error mainly comprises Hard Magnetic interference and disturbs two kinds with soft magnetism, is caused respectively by airborne hard magnetic material and soft magnetic material.
Sensor error mainly comprises zero inclined error of magnetometer, sensitivity error, orthogonal error.
Alignment error is the rotation error matrix between the sensor coordinate system of magnetometer and the body axis system of Small and micro-satellite, causes primarily of artificially installing reason, frock error etc.
Because in Small and micro-satellite, magnetometer position immobilizes relative to body position, namely relative magmetometer position, body magnetic interference source immobilizes, therefore, the present invention is by the zero inclined error correction of extraneous Hard Magnetic interference with magnetometer, extraneous soft magnetism interference is integrated with the sensitivity error of magnetometer, to magnetic interference error, magnetometer sensor error is unified carries out ellipsoid fitting calculating, simultaneously according to result of calculation, in conjunction with the attitude information of Small and micro-satellite, calculate the rotation error matrix of alignment error, finally, error parameter required by simultaneous, calculate for the magnetometer calibration parameter under Small and micro-satellite complete machine condition.
The present invention has the following advantages compared to existing technology:
(1) the present invention carries out magnetometer calibration under Small and micro-satellite complete machine condition, and integrated degree is high, and engineering adaptability is strong;
(2) the present invention fully takes into account magnetometer working environment comparatively special in Small and micro-satellite, compensates the various errors under complete machine condition, and specific aim is stronger, and error parameter is more complete;
(3) scaling method of the present invention is flexible, and for situations such as the change of Micro Aerial Vehicle layout, the changes of magnetometer installation parameter, selectively again can demarcate the parameter of corresponding changing section, without the need to again demarcating, execution efficiency is high;
(4) the present invention is to no requirement (NR)s such as frocks, and can calibrate under hand-held condition, and simple to operate, feasibility is high.
Accompanying drawing explanation
Fig. 1 is the FB(flow block) that the present invention is applied to the complete machine magnetometer calibration steps of Small and micro-satellite;
The rotation schematic diagram (the present invention is adopted coordinate system to be sky, northeast coordinate system) that Fig. 2 is Small and micro-satellite in calibration process of the present invention;
Fig. 3 is the sensor coordinate system of magnetometer and alignment error schematic diagram (the wherein coordinate system Ox of Small and micro-satellite body axis system by bz bfor Small and micro-satellite body axis system, O xmYmZmfor magnetometer sensor coordinate system).
Embodiment
Below in conjunction with accompanying drawing, the present invention is described further.
Before demarcation is carried out, need to power on to unmanned plane complete machine, make the working environment in the calibration environment of magnetometer and flight course close.
In calibration process, Small and micro-satellite is rotated according to mode shown in Fig. 2, to guarantee calibration accuracy.Unmanned plane is by detecting sensor state at corresponding Posture acquisition magnetometer data, and the error parameter carrying out corresponding process resolves, and relevant control instruction is sent by unmanned aerial vehicle station, see Fig. 1, realizes the complete machine magnetometer on-line calibration to Small and micro-satellite.Calibration content comprises: extraneous magnetic interference and magnetometer sensor error parameter calculate, and alignment error parameter calculates, and complete machine error parameter is integrated.
Specific implementation method is as follows:
One, the parameter of extraneous magnetic interference and magnetometer sensor error calculates
The present invention is by the zero inclined error correction of extraneous Hard Magnetic interference with magnetometer, and extraneous soft magnetism interference is integrated with the sensitivity error of magnetometer, carries out ellipsoid fitting calculating to magnetic interference error, magnetometer sensor error simultaneously.
First Small and micro-satellite is carried out multiposition rotation around magnetometer XYZ tri-axle respectively, as shown in Figure 2, in record rotary course, magnetometer exports rotation mode:
M 0 = m x 1 0 m x 2 0 · · · m xn 0 m y 1 0 m y 2 0 · · · m yn 0 m z 1 0 m z 2 0 · · · m zn 2
Wherein the raw data measured for i-th time for magnetometer XYZ tri-axle exports.
Recursive least-squares is utilized to calculate calibration parameter under extraneous magnetic interference and the acting in conjunction of magnetometer sensor error according to ellipsoid fitting formula.
m x m y m z = cos α cos β k x 0 0 cos α cos β k x cos α k y 0 sin γ k x sin α k y 1 k z m x 0 - m bx m y 2 - m by m z 0 - m bz
m x 2 + m y 2 + m z 2 = M 2
Wherein, k x, k y, k zfor the sensitivity error factor, α, beta, gamma is the non-orthogonal error angle of between centers, for the original output of magnetometer, m bx, m by, m bzbe zero inclined error, m x, m y, m zfor magnetometer after preliminary corrections exports, M is for work as geomagnetic field intensity.
After having calibrated, unmanned plane record k x, k y, k z, α, beta, gamma, m bx, m by, m bz9 parameters, start the calculating of alignment error parameter by land station's instruction
Two, alignment error parameter calculates
If magnetometer sensor coordinate system m departs from the fleet angle φ of unmanned plane body axis system b x, φ y, φ z, as shown in Figure 3, suppose φ x, φ y, φ zbe little angle, then alignment error matrix can be expressed as:
C b m = 1 φ z φ y - φ x 1 φ x φ y - φ x 1
Again Small and micro-satellite is carried out multiposition rotation around magnetometer XYZ tri-axle respectively, as shown in Figure 2, calculate parameters obtained k according to step one x, k y, k z, α, beta, gamma, m bx, m by, m bz, the magnetometer after correcting in record rotary course exports:
M ′ = m x 1 m x 2 · · · m xn m y 1 m y 2 · · · m yn m z 1 m z 2 · · · m zn
Wherein m xi, m yi, m zi, (i=1,2,3 ... n) for the data after i-th measurement update of magnetometer XYZ tri-axle export.
Utilize the attitude data roll angle of Small and micro-satellite pitching angle theta, course angle ψ (can be any heading reference), utilize least square method of recursion to calculate to alignment error matrix parameter.
C m b = C b m T
Wherein, m x, m y, m zfor after step one correction, magnetometer exports, M x, M y, M zfor terrestrial magnetic field component under navigational coordinate system, for sensor alignment error matrix to be measured.
After having calibrated, unmanned plane record φ x, φ y, φ z3 parameters, start the calculating of complete machine error parameter by land station's instruction
Three, complete machine error parameter is integrated
For avoiding the matrix computations of repetition, need to carry out conformity calculation to the error parameter of step one, step 2 calculating gained, the magnetometer error parameter of final Small and micro-satellite complete machine is error matrix C total, zero inclined error M b.
C total = 1 - φ z φ y φ z 1 - φ x - φ y φ x 1 cos α cos β k x 0 0 cos α sin β k x cos α k y 0 sin γ k x sin α k y 1 k z
M b = m bx m by m bz
After completing above step, Small and micro-satellite completes the magnetometer calibration process of complete machine, by parameter C total, M bcomplete the output calibration to magnetometer.
M cal=C total·(M 0-M b)
Wherein, M calfor after complete machine calibration, magnetometer exports, M 0for the original output of magnetometer.
Magnetometer calibration parameter of the present invention incorporates environment magnetic interference parameter, sensor error parameter and alignment error parameter three major types error parameter.It is high that the method possesses integrated degree, and engineering adaptability is strong, calibration accuracy high.

Claims (7)

1. one kind is applied to the complete machine magnetometer calibration steps of Small and micro-satellite, it is characterized in that, described method is by the zero inclined error correction of extraneous Hard Magnetic interference with magnetometer, extraneous soft magnetism interference is integrated with the sensitivity error of magnetometer, ellipsoid fitting calculating is carried out to magnetic interference error, the unification of magnetometer sensor error, simultaneously according to result of calculation, in conjunction with the attitude information of Small and micro-satellite, calculate the rotation error matrix of alignment error, finally, error parameter required by simultaneous, calculates for the magnetometer calibration parameter under Small and micro-satellite complete machine condition.
2. method according to claim 1, is characterized in that, described method specifically comprises:
1) calculating of the calibration parameter under extraneous magnetic interference and magnetometer sensor acting in conjunction;
2) calculating of alignment error parameter;
3) integration of complete machine error parameter.
3. calibration steps according to claim 2, is characterized in that, described step 1) be specially:
11) Small and micro-satellite is carried out multiposition rotation around magnetometer XYZ tri-axle respectively, in record rotary course, magnetometer exports:
M 0 = m x 1 0 m x 2 0 · · · m xn 0 m y 1 0 m y 2 0 · · · m yn 0 m z 1 0 m z 2 0 · · · m zn 0
Wherein the raw data measured for i-th time for magnetometer XYZ tri-axle exports;
12) recursive least-squares is utilized to calculate calibration parameter under extraneous magnetic interference and the acting in conjunction of magnetometer sensor error according to ellipsoid fitting formula:
m x m y m z = cos α cos β k x 0 0 cos α sin β k x cos α k y 0 sin γ k x sin α k y 1 k z m x 0 - m bx m y 0 - m by m z 0 - m bz
m x 2 + m y 2 + m z 2 = M 2
Wherein, k x, k y, k zfor the sensitivity error factor, α, beta, gamma is the non-orthogonal error angle of between centers, for the original output of magnetometer, m bx, m by, m bzbe zero inclined error, m x, m y, m zfor magnetometer after preliminary corrections exports, M is for work as geomagnetic field intensity.
After having calibrated, unmanned plane record k x, k y, k z, α, beta, gamma, m bx, m by, m bz9 parameters, by land station's instruction step 2) calculating.
4. calibration steps according to claim 3, is characterized in that, described step 2) be specially:
21) magnetometer sensor coordinate system m is established to depart from the fleet angle φ of unmanned plane body axis system b x, φ y, φ z, suppose φ x, φ y, φ zbe little angle, then alignment error matrix can be expressed as:
C b m = 1 φ z - φ y - φ z 1 φ x φ y - φ x 1
22) again Small and micro-satellite is carried out multiposition rotation, according to step 1 around magnetometer XYZ tri-axle respectively) calculate parameters obtained k x, k y, k z, α, beta, gamma, m bx, m by, m bz, the magnetometer after correcting in record rotary course exports:
M ′ = m x 1 m x 2 · · · m xn m y 1 m y 2 · · · m yn m z 1 m z 2 · · · m zn
Wherein m xi, m yi, m zi, (i=1,2,3 ... n) for the data after i-th measurement update of magnetometer XYZ tri-axle export;
23) the attitude data roll angle of Small and micro-satellite is utilized pitching angle theta, course angle ψ, utilize least square method of recursion to calculate to alignment error matrix parameter;
C m b = C b m T
Wherein, m x, m y, m zfor through step 1) correct after magnetometer output, M x, M y, M zfor terrestrial magnetic field component under navigational coordinate system, for sensor alignment error matrix to be measured;
After having calibrated, unmanned plane record φ x, φ y, φ z3 parameters, start step 3 by land station's instruction) calculating.
5. method according to claim 4, is characterized in that, described step 3) to step 1), step 2) calculate the error parameter of gained and carry out conformity calculation, the magnetometer error parameter finally obtaining Small and micro-satellite complete machine is error matrix C total, zero inclined error M b.
6. method according to claim 5, is characterized in that, wherein
C total = 1 - φ z φ y φ z 1 - φ x - φ y φ x 1 cos α cos β k x 0 0 cos α sin β k x cos α k y 0 sin γ k x sin α k y 1 k z
M b = m bx m by m bz
7. method according to claim 6, is characterized in that, the output calibration of magnetometer is
M cal=C total·(M 0-M b)
Wherein, M calfor after complete machine calibration, magnetometer exports, M 0for the original output of magnetometer.
CN201510056387.7A 2015-02-03 2015-02-03 A kind of complete machine magnetometer calibration method applied to Small and micro-satellite Active CN104613983B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201510056387.7A CN104613983B (en) 2015-02-03 2015-02-03 A kind of complete machine magnetometer calibration method applied to Small and micro-satellite

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201510056387.7A CN104613983B (en) 2015-02-03 2015-02-03 A kind of complete machine magnetometer calibration method applied to Small and micro-satellite

Publications (2)

Publication Number Publication Date
CN104613983A true CN104613983A (en) 2015-05-13
CN104613983B CN104613983B (en) 2018-03-02

Family

ID=53148541

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201510056387.7A Active CN104613983B (en) 2015-02-03 2015-02-03 A kind of complete machine magnetometer calibration method applied to Small and micro-satellite

Country Status (1)

Country Link
CN (1) CN104613983B (en)

Cited By (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105806364A (en) * 2016-03-10 2016-07-27 太原理工大学 Calibration method of probe tube of inclinometer of mining rotary drill
CN106017510A (en) * 2016-07-29 2016-10-12 中科傲翼无人机科技(常州)有限公司 Dynamic calibration method for geomagnetic sensor of unmanned aerial vehicle
CN106526237A (en) * 2016-10-28 2017-03-22 易瓦特科技股份公司 Calibration method and apparatus
CN106842094A (en) * 2016-12-31 2017-06-13 深圳市优必选科技有限公司 The data processing method and device of magnetometer calibration
CN107024674A (en) * 2017-05-26 2017-08-08 北京航空航天大学 A kind of magnetometer method for quick field calibration based on least square method of recursion
CN107894241A (en) * 2017-12-07 2018-04-10 智灵飞(北京)科技有限公司 A kind of unmanned plane magnetic sensor calibration method, unmanned plane based on ellipsoid fitting
CN108037318A (en) * 2017-12-07 2018-05-15 智灵飞(北京)科技有限公司 A kind of unmanned plane accelerometer calibration method based on ellipsoid fitting
CN108897333A (en) * 2018-07-06 2018-11-27 深圳臻迪信息技术有限公司 Posture evaluation method, device and unmanned plane
CN109541704A (en) * 2018-12-05 2019-03-29 加泰科(深圳)科技有限公司 Three axis fluxgate magnetic airborne survey systems of one kind and correction compensation method
WO2020019260A1 (en) * 2018-07-26 2020-01-30 深圳市大疆创新科技有限公司 Calibration method for magnetic sensor, control terminal and movable platform
CN111220932A (en) * 2019-11-21 2020-06-02 北京自动化控制设备研究所 Unmanned aerial vehicle magnetic interference calibration method and distributed magnetic anomaly detection system
CN111289933A (en) * 2020-05-07 2020-06-16 中航金城无人系统有限公司 Magnetometer automatic calibration system and method for multi-rotor aircraft
CN112461224A (en) * 2020-11-10 2021-03-09 武汉大学 Magnetometer calibration method based on known attitude angle
CN113375693A (en) * 2021-05-21 2021-09-10 北京自动化控制设备研究所 Geomagnetic course error correction method

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102252689A (en) * 2010-05-19 2011-11-23 北京国浩传感器技术研究院(普通合伙) Electronic compass calibration method based on magnetic sensor
CN102589537A (en) * 2012-03-05 2012-07-18 无锡汉和航空技术有限公司 Method for calibrating electronic compass of unmanned machine under magnetic environment
CN103808331A (en) * 2014-03-05 2014-05-21 北京理工大学 MEMS (micro-electromechanical system) three-axis gyroscope error calibration method
WO2014134710A1 (en) * 2013-03-05 2014-09-12 Trusted Positioning Inc. Method and apparatus for fast magnetometer calibration

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102252689A (en) * 2010-05-19 2011-11-23 北京国浩传感器技术研究院(普通合伙) Electronic compass calibration method based on magnetic sensor
CN102589537A (en) * 2012-03-05 2012-07-18 无锡汉和航空技术有限公司 Method for calibrating electronic compass of unmanned machine under magnetic environment
WO2014134710A1 (en) * 2013-03-05 2014-09-12 Trusted Positioning Inc. Method and apparatus for fast magnetometer calibration
CN103808331A (en) * 2014-03-05 2014-05-21 北京理工大学 MEMS (micro-electromechanical system) three-axis gyroscope error calibration method

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
JAU-HSIUNG WANG,等: ""A new magnetic compass calibration algorithm using neural networks"", 《MEASUREMENT SCIENCE AND TECHNOLOGY》 *
孙宏伟,等: ""椭圆拟合方法在磁罗盘罗差校准中的应用"", 《光学精密工程》 *
李鑫,等: ""磁强计校准装置的建立"", 《电测与仪表》 *

Cited By (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105806364A (en) * 2016-03-10 2016-07-27 太原理工大学 Calibration method of probe tube of inclinometer of mining rotary drill
CN106017510A (en) * 2016-07-29 2016-10-12 中科傲翼无人机科技(常州)有限公司 Dynamic calibration method for geomagnetic sensor of unmanned aerial vehicle
CN106017510B (en) * 2016-07-29 2019-05-21 中科傲翼无人机科技(常州)有限公司 A kind of dynamic calibration method of unmanned plane geomagnetic sensor
CN106526237A (en) * 2016-10-28 2017-03-22 易瓦特科技股份公司 Calibration method and apparatus
CN106842094A (en) * 2016-12-31 2017-06-13 深圳市优必选科技有限公司 The data processing method and device of magnetometer calibration
CN106842094B (en) * 2016-12-31 2020-04-24 深圳市优必选科技有限公司 Data processing method and device for magnetometer calibration
CN107024674A (en) * 2017-05-26 2017-08-08 北京航空航天大学 A kind of magnetometer method for quick field calibration based on least square method of recursion
CN107024674B (en) * 2017-05-26 2019-04-26 北京航空航天大学 A kind of magnetometer method for quick field calibration based on least square method of recursion
CN107894241A (en) * 2017-12-07 2018-04-10 智灵飞(北京)科技有限公司 A kind of unmanned plane magnetic sensor calibration method, unmanned plane based on ellipsoid fitting
CN108037318A (en) * 2017-12-07 2018-05-15 智灵飞(北京)科技有限公司 A kind of unmanned plane accelerometer calibration method based on ellipsoid fitting
CN108897333A (en) * 2018-07-06 2018-11-27 深圳臻迪信息技术有限公司 Posture evaluation method, device and unmanned plane
CN110770539A (en) * 2018-07-26 2020-02-07 深圳市大疆创新科技有限公司 Magnetic sensor calibration method, control terminal and movable platform
WO2020019260A1 (en) * 2018-07-26 2020-01-30 深圳市大疆创新科技有限公司 Calibration method for magnetic sensor, control terminal and movable platform
CN109541704A (en) * 2018-12-05 2019-03-29 加泰科(深圳)科技有限公司 Three axis fluxgate magnetic airborne survey systems of one kind and correction compensation method
CN111220932A (en) * 2019-11-21 2020-06-02 北京自动化控制设备研究所 Unmanned aerial vehicle magnetic interference calibration method and distributed magnetic anomaly detection system
CN111220932B (en) * 2019-11-21 2022-01-11 北京自动化控制设备研究所 Unmanned aerial vehicle magnetic interference calibration method and distributed magnetic anomaly detection system
CN111289933A (en) * 2020-05-07 2020-06-16 中航金城无人系统有限公司 Magnetometer automatic calibration system and method for multi-rotor aircraft
CN112461224A (en) * 2020-11-10 2021-03-09 武汉大学 Magnetometer calibration method based on known attitude angle
CN113375693A (en) * 2021-05-21 2021-09-10 北京自动化控制设备研究所 Geomagnetic course error correction method

Also Published As

Publication number Publication date
CN104613983B (en) 2018-03-02

Similar Documents

Publication Publication Date Title
CN104613983A (en) Whole machine magnetometer calibration method applied to micro unmanned plane
CN103630137B (en) A kind of for the attitude of navigational system and the bearing calibration of course angle
CN102621584B (en) Aeromagnetic vector data processing method
CN101393022B (en) Digital magnetic compass demarcating method in magnetic field
CN102288170B (en) Correction method of electronic compass in underwater vehicle
Wang et al. A quasi-Newton quaternions calibration method for DVL error aided GNSS
CN103954303B (en) A kind of for magnetometric guidance system course angle dynamic calculation and bearing calibration
CN112833917B (en) Three-axis magnetic sensor calibration method based on magnetic course angle and least square method
CN103994763A (en) SINS (Ship's Inertial Navigation System)/CNS (Celestial Navigation System) deep integrated navigation system of mar rover, and realization method of system
CN107339991A (en) A kind of detection method and device at aircraft course angle
CN105806364A (en) Calibration method of probe tube of inclinometer of mining rotary drill
CN113074721B (en) Geomagnetic fingerprint construction method based on magnetic moment method
CN104596543A (en) Error coefficient calibration method for gyroscope combination under uncertain standard condition
CN102108856A (en) Small-angle well inclination state measuring method and device
CN111189474A (en) Autonomous calibration method of MARG sensor based on MEMS
CN115900770B (en) Online correction method and system for magnetic sensor in airborne environment
CN102207380A (en) High-precision horizontal axis tilt error compensation method
CN110887472A (en) Polarization-geomagnetic information deep fusion fully-autonomous attitude calculation method
CN104501833B (en) Accelerometer combined error coefficient scaling method under a kind of benchmark uncertain condition
CN102155956B (en) High-precision method for compensating horizontal axis tilt error of vertical angle
CN103344252A (en) Analysis method for positioning errors of aviation hyperspectral imaging system
CN103868527B (en) A kind of method for demarcating strap down inertial navigation combination accelerometer combination
CN104634348A (en) Attitude angle calculation method in integrated navigation
CN114111840B (en) DVL error parameter online calibration method based on integrated navigation
CN105044757A (en) Satellite signal shielding area GNSS differential measurement and inertia measurement combined mapping method

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant
CP03 Change of name, title or address
CP03 Change of name, title or address

Address after: 100000, No. 3, North Road, Yongfeng industrial base, Beijing, Haidian District

Patentee after: China Aerospace Era Electronics Co., Ltd.

Address before: 100094 Beijing city Haidian District Feng Ying Road No. 1

Patentee before: Shidai Electronic Corp. China Space

TR01 Transfer of patent right
TR01 Transfer of patent right

Effective date of registration: 20200120

Address after: Room 3017, floor 3, building 23, No. 59, South lantianchang Road, Haidian District, Beijing 100000

Patentee after: Aerospace Age Feihong Technology Co., Ltd.

Address before: 100000, No. 3, North Road, Yongfeng industrial base, Beijing, Haidian District

Patentee before: China Aerospace Era Electronics Co., Ltd.