CN109387221B - Post-processing self-alignment method of micro-inertial navigation system - Google Patents

Post-processing self-alignment method of micro-inertial navigation system Download PDF

Info

Publication number
CN109387221B
CN109387221B CN201710655651.8A CN201710655651A CN109387221B CN 109387221 B CN109387221 B CN 109387221B CN 201710655651 A CN201710655651 A CN 201710655651A CN 109387221 B CN109387221 B CN 109387221B
Authority
CN
China
Prior art keywords
initial
inertial navigation
measuring device
determining
inertial
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
Application number
CN201710655651.8A
Other languages
Chinese (zh)
Other versions
CN109387221A (en
Inventor
马涛
朱红
李永锋
蔡善军
王根
郭元江
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.)
Beijing Automation Control Equipment Institute BACEI
Original Assignee
Beijing Automation Control Equipment Institute BACEI
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 Beijing Automation Control Equipment Institute BACEI filed Critical Beijing Automation Control Equipment Institute BACEI
Priority to CN201710655651.8A priority Critical patent/CN109387221B/en
Publication of CN109387221A publication Critical patent/CN109387221A/en
Application granted granted Critical
Publication of CN109387221B publication Critical patent/CN109387221B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

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
    • G01C25/005Manufacturing, calibrating, cleaning, or repairing instruments or devices referred to in the other groups of this subclass initial alignment, calibration or starting-up of inertial devices

Abstract

The invention belongs to the technology of a micro inertial navigation system, and particularly discloses a post-processing self-alignment method of a micro inertial navigation system. The position information provided by the landmark points and the mileage information provided by the mileometer are used for providing measurement information for the integrated navigation algorithm of the inertial measurement device, the initial attitude information of the inertial measurement device is determined, other supporting equipment is not needed in the measurement field, additional operation is not needed, and the independent application of the micro-electromechanical inertial measurement device is facilitated.

Description

Post-processing self-alignment method of micro-inertial navigation system
Technical Field
The invention belongs to the technology of micro inertial navigation systems, and particularly relates to a post-processing self-alignment method of a micro inertial navigation system.
Background
Because the micro-electro-mechanical inertial measurement device cannot complete azimuth self-alignment, in practice, azimuth binding information is often required to be provided for the micro-electro-mechanical inertial measurement device by adopting inertial north-seeking equipment, optical aiming equipment, satellite direction-finding equipment and the like, and the micro-electro-mechanical inertial measurement device is inconvenient to use. When the micro-electromechanical pipeline inertia measurement device is used, due to the existence of the landmark points, the coarse alignment of the orientation of the micro-electromechanical inertia measurement device can be realized by using the landmark points, the azimuth angle meeting the precision requirement of a navigation algorithm is obtained, the field operation is reduced, the supporting equipment is also reduced, and the micro-electromechanical inertia measurement device is convenient to independently apply.
Disclosure of Invention
The invention aims to provide a post-processing self-alignment method of a micro-inertial navigation system, which can enable a micro-electromechanical pipeline inertial measurement device to get rid of other auxiliary equipment in use and improve the use convenience of the micro-electromechanical pipeline inertial measurement device.
The technical scheme of the invention is as follows:
a post-processing self-alignment method of a micro inertial navigation system comprises the following steps:
step 1) determining initial position information, and setting an initial speed of an inertial navigation measuring device;
reading the initial landmark point position information in the landmark file to obtain the longitude lambda of the first landmark pointM1Latitude LM1And height hM1Taking the position of the first landmark point as initial point position information, and binding the initial point position information into initial longitude lambda, latitude L and height h of the inertial navigation measuring device, wherein the initial speed of the inertial navigation measuring device is set as 0;
step 2) determining the average value output by the accelerometer under a carrier coordinate system;
step 3) determining an initial attitude angle of the inertial navigation measuring device;
step 4) determining an initial attitude matrix of the inertial navigation measuring device
Figure BDA0001369188560000021
Step 5) determining the initial value of the quaternion of the inertial navigation measuring device;
step 6) reading the landmark point position information in the landmark file to obtain the longitude lambda of the second landmark pointM2And latitude LM2Information, and obtaining the time t of the inertial navigation measuring device passing through the second landmark point2
Step 7) carrying out combined navigation calculation until the time t recorded by the inertial navigation measuring deviceiTime t to reach second landmark point2I.e. ti≥t2Record tiThe combined navigation of the time resolves longitude lambda 'and latitude L';
step 8) determining the arrival t of the initial landmark point pointing inertial navigation measuring deviceiDirection psi of integrated navigation solution position of timeD
If L' is not less than L, psiD=arctan((λ′-λ)·cos(L)/(L′-L))
If L' < L, #D=arctan((λ′-λ)·cos(L)/(L′-L))-π
Step 9) determining the arrival t of the initial landmark point pointing inertial navigation measuring deviceiIntegrated navigation resolving position psi of time of dayM
If L isM2≥LM1,λM2<λM1Then phiM=arctan((λM2M1)·cos(LM1)/(LM2-LM1));
If L isM2≥LM1,λM2≥λM1Then phiM=-arctan((λM2M1)·cos(LM1)/(LM2-LM1));
If L isM2<LM1Then phiM=π-arctan((λM2M1)·cos(LM1)/(LM2-LM1));
Step 10) determining the arrival t of the initial landmark point pointing inertial navigation measuring device by using the following formulaiCourse initial value of time combined navigation solution
Figure BDA0001369188560000022
I.e. coarse alignment of the initial orientation of the inertial measurement unit
Figure BDA0001369188560000023
Step 11) utilizing the initial pitch angle theta and the initial tilt angle gamma determined in the step 3 and the rough alignment value of the initial azimuth of the inertial navigation measuring device determined in the step 10
Figure BDA0001369188560000024
Determining alignment results for attitude matrix of inertial navigation measurement device
Figure BDA0001369188560000025
And obtaining the aligning result of the quaternion of the corresponding inertial navigation measuring device by using the method in the step 5.
The step 2) determines the average value of the accelerometer output under the carrier coordinate system, and specifically comprises the following steps:
average value of accelerometer output in three directions under carrier coordinate system is determined by the following formula
ab=[ax ay az]
Wherein, abIs the vector form of the average value of the accelerometer output in a carrier coordinate system, axIn the carrier coordinate system x for accelerometer outputbAverage value of lower component, ayIn the carrier coordinate system y for accelerometer outputbAverage value of lower component, azIn the carrier coordinate system z for accelerometer outputbThe average of the lower components.
Step 3) determining an initial attitude angle of the inertial navigation measuring device, wherein the initial attitude angle comprises an initial pitch angle theta, an initial tilt angle gamma and an initial heading angle psi, and the initial pitch angle theta is arcsin (a)xG) is local gravity acceleration, and specifically comprises the following components:
if a iszNot less than 0, and inclination angle gamma-arcsin (a)z/(g·cosθ));
If a isz<0,ayNot less than 0, tilt angle gamma pi + arcsin (a)z/(g·cosθ));
If a isz<0,ay< 0, tilt angle γ ═ π -arcsin (a)z/(g·cosθ));
The initial heading angle psi is set to zero;
axin the carrier coordinate system x for accelerometer outputbAverage value of lower component, ayIn the carrier coordinate system y for accelerometer outputbAverage value of lower component, azIn the carrier coordinate system z for accelerometer outputbThe average of the lower components.
Step 4) determining an initial attitude matrix of the inertial navigation measuring device, and determining by using the following formula
Figure BDA0001369188560000031
And the initial pitch angle theta, the initial inclination angle gamma and the initial heading angle psi are initial attitude angles of the inertial navigation measuring device.
The initial value of the quaternion of the inertial navigation measuring device determined in the step 5) is specifically
Will be provided with
Figure BDA0001369188560000032
Written in the form of
Figure BDA0001369188560000033
The inertial measurement unit quaternion Q is expressed as:
Q=[q0 q1 q2 q3]T
then, the initial value of the quaternion of the inertial measurement unit is obtained by
Figure BDA0001369188560000041
Said step 11)
Figure BDA0001369188560000042
Is determined by
Figure BDA0001369188560000043
The step 11) of determining the alignment result of the quaternion of the inertial navigation measurement device is to be specific
Figure BDA0001369188560000044
Is expressed in the following form:
Figure BDA0001369188560000045
then, the alignment result of quaternion of the inertial measurement unit
Figure BDA0001369188560000046
Is obtained from the formula
Figure BDA0001369188560000047
The invention has the following remarkable effects: when the micro-electromechanical pipeline inertial measurement device is used, the micro-electromechanical inertial measurement device is assisted by landmark point and odometer information to realize orientation alignment, namely, measurement information is provided for a combined navigation algorithm of the micro-electromechanical inertial measurement device by utilizing position information provided by the landmark point and mileage information provided by the odometer, initial attitude information of the micro-electromechanical inertial measurement device is determined, other matched equipment is not required to be used in a measurement field, additional operation is not required, and the micro-electromechanical pipeline inertial measurement device is beneficial to independent application.
Drawings
FIG. 1 is a flow chart of the method.
Detailed Description
The invention is described in further detail below with reference to the figures and the embodiments.
n: navigation coordinate system oxnynznNortheast geographic coordinate system, xnThe axis pointing east, ynThe axis pointing north, znThe axis points to the sky;
b: carrier coordinate system oxbybzbThe right-front-upper coordinate system, xbAxis directed to the right of the carrier, ybAxis directed in front of the carrier, zbThe axis is directed upwards of the carrier.
The process steps shown in fig. 1.
Step 1, determining initial position information and setting initial speed of inertial navigation measuring device
Reading the initial landmark point position information in the landmark file to obtain the longitude lambda of the first landmark pointM1Latitude LM1And height hM1Taking the position of the first landmark point as initial point position information, and binding the initial point position information into the initial longitude lambda, the latitude L and the height h of the inertial navigation measuring device, wherein the initial speed of the inertial navigation is set to be 0;
step 2, determining the average value of accelerometer output under a carrier coordinate system
Reading inertial navigation data in a static state, and determining the average value of accelerometer output in three directions under a carrier coordinate system:
ab=[ax ay az]
wherein, abIs the vector form of the average value of the accelerometer output in a carrier coordinate system, axIn the carrier coordinate system x for accelerometer outputbAverage value of lower component, ayIn the carrier coordinate system y for accelerometer outputbAverage value of lower component, azIn the carrier coordinate system z for accelerometer outputbThe average of the lower components.
Step 3, determining the initial attitude angle of the inertial navigation measuring device
The initial attitude angle of the inertial navigation measuring device comprises an initial pitch angle theta, an initial tilt angle gamma and an initial heading angle psi, wherein the initial pitch angle theta is arcsin (a)xG) is the local gravity acceleration;
if a iszNot less than 0, and inclination angle gamma-arcsin (a)z/(g·cosθ)));
If a isz<0,ayNot less than 0, tilt angle gamma pi + arcsin (a)z/(g·cosθ));
If a isz<0,ay< 0, tilt angle γ ═ π -arcsin (a)z/(g·cosθ)));
The heading angle psi is set to zero
Step 4, determining an initial attitude matrix of the inertial navigation measuring device
Calculating an initial attitude matrix of the inertial navigation measuring device by using the initial attitude angle of the inertial navigation measuring device determined in the step 3
Figure BDA0001369188560000061
Figure BDA0001369188560000062
Step 5, determining initial quaternion value of the inertial navigation measuring device by using the following formula
And 4, representing the elements of the initial attitude matrix of the inertial measurement device determined in the step 4 into the following form:
Figure BDA0001369188560000063
the inertial measurement unit quaternion Q is expressed as:
Q=[q0 q1 q2 q3]T
then, the initial value of the quaternion of the inertial measurement unit is obtained by
Figure BDA0001369188560000064
Figure BDA0001369188560000065
Figure BDA0001369188560000066
Figure BDA0001369188560000067
Step 6, reading the landmark point position information in the landmark file to obtain the longitude lambda of the second landmark pointM2And latitude LM2Information, and obtaining the time t of the inertial navigation measuring device passing through the second landmark point2
Step 7, performing combined navigation calculation by adopting an inertia/mileometer combined navigation algorithm (a known method) until the time t recorded by the inertial navigation measuring deviceiTime t to reach second landmark point2I.e. ti≥t2Record tiThe combined navigation of the time of day solves for the longitude λ 'and latitude L'.
Step 8, determining the arrival t of the initial landmark point pointing inertial navigation measuring deviceiDirection psi of integrated navigation solution position of timeD
If L' is not less than L, psiD=arctan((λ′-λ)·cos(L)/(L′-L))
If L' < L, #D=arctan((λ′-λ)·cos(L)/(L′-L))-π
Step 9, determining the arrival t of the initial landmark point pointing inertial navigation measuring deviceiIntegrated navigation resolving position psi of time of dayM
If L isM2≥LM1,λM2<λM1Then, then
ψM=arctan((λM2M1)·cos(LM1)/(LM2-LM1));
If L isM2≥LM1,λM2≥λM1Then, then
ψM=-arctan((λM2M1)·cos(LM1)/(LM2-LM1));
If L isM2<LM1Then phiM=π-arctan((λM2M1)·cos(LM1)/(LM2-LM1));
Step 10, determining the arrival t of the initial landmark point pointing inertial navigation measuring deviceiCourse initial value of time combined navigation solution
Figure BDA0001369188560000071
I.e. coarse alignment of the initial orientation of the inertial measurement unit
Figure BDA0001369188560000072
Step 11, utilizing the initial pitch angle theta and the initial tilt angle gamma determined in the step 3 and the rough alignment value of the initial azimuth of the inertial navigation measuring device determined in the step 10
Figure BDA0001369188560000073
Determining alignment results for attitude matrix of inertial navigation measurement device
Figure BDA0001369188560000074
Figure BDA0001369188560000075
The obtained coarse alignment result of the attitude matrix of the inertial navigation measuring device
Figure BDA0001369188560000076
And 5, obtaining the alignment result of the quaternion of the corresponding inertial navigation measuring device by using the method in the step 5.
Will be provided with
Figure BDA0001369188560000077
Is expressed in the following form:
Figure BDA0001369188560000078
then, the alignment result of quaternion of the inertial measurement unit
Figure BDA0001369188560000081
Is obtained from the formula
Figure BDA0001369188560000082
Figure BDA0001369188560000083
Figure BDA0001369188560000084
Figure BDA0001369188560000085
The alignment is completed.

Claims (7)

1. A post-processing self-alignment method for a micro inertial navigation system is characterized by comprising the following steps:
step 1) determining initial position information, and setting an initial speed of an inertial navigation measuring device;
reading the position information of the first landmark point in the landmark file to obtain the longitude lambda of the first landmark pointM1Latitude LM1And height hM1Taking the position of the first landmark point as initial point position information, and binding the initial point position information into initial longitude lambda, latitude L and height h of the inertial navigation measuring device, wherein the initial speed of the inertial navigation measuring device is set as 0;
step 2) determining the average value output by the accelerometer under a carrier coordinate system;
step 3) determining an initial attitude angle of the inertial navigation measuring device;
step 4) determining an initial attitude matrix of the inertial navigation measuring device
Figure FDA0003389784790000011
Step 5) determining the initial value of the quaternion of the inertial navigation measuring device;
step 6) reading the landmark point position information in the landmark file to obtain the longitude lambda of the second landmark pointM2And latitude LM2Information, and obtaining the time t of the inertial navigation measuring device passing through the second landmark point2
Step 7) carrying out combined navigation calculation until the time t recorded by the inertial navigation measuring deviceiTime t to reach the second landmark point2I.e. ti≥t2Record tiThe combined navigation of the time resolves longitude lambda 'and latitude L';
step 8) determining that the first landmark point points to the inertial navigation measurement device to reach tiDirection psi of integrated navigation solution position of timeD
If L' is not less than L, psiD=arctan((λ′-λ)·cos(L)/(L′-L))
If L' < L, #D=arctan((λ′-λ)·cos(L)/(L′-L))-π
Step 9) determining that the first landmark point points to the inertial navigation measurement device to reach tiCombined navigation of time of daySolving the position psiM
If L isM2≥LM1,λM2<λM1Then phiM=arctan((λM2M1)·cos(LM1)/(LM2-LM1));
If L isM2≥LM1,λM2≥λM1Then phiM=-arctan((λM2M1)·cos(LM1)/(LM2-LM1));
If L isM2<LM1Then phiM=π-arctan((λM2M1)·cos(LM1)/(LM2-LM1));
Step 10) determining the arrival t of the first landmark point pointing inertial navigation measuring device by using the following formulaiCourse initial value of time combined navigation solution
Figure FDA0003389784790000021
I.e. coarse alignment of the initial orientation of the inertial measurement unit
Figure FDA0003389784790000022
Step 11) utilizing the initial pitch angle determined in step 3
Figure FDA0003389784790000023
And initial tilt angle gamma, and coarse alignment value of the initial orientation of the inertial navigation measurement device determined in step 10
Figure FDA0003389784790000024
Determining alignment results for attitude matrix of inertial navigation measurement device
Figure FDA0003389784790000025
And obtaining the aligning result of the quaternion of the corresponding inertial navigation measuring device by using the method in the step 5.
2. The method of claim 1, wherein the step 2) of determining the average value of the accelerometer output in the carrier coordinate system comprises:
average value of accelerometer output in three directions under carrier coordinate system is determined by the following formula
ab=[ax ay az]
Wherein, abIs the vector form of the average value of the accelerometer output in a carrier coordinate system, axIn the carrier coordinate system x for accelerometer outputbAverage value of lower component, ayIn the carrier coordinate system y for accelerometer outputbAverage value of lower component, azIn the carrier coordinate system z for accelerometer outputbThe average of the lower components.
3. The method for post-processing self-alignment of a micro inertial navigation system of claim 1, wherein the step 3) determines an initial attitude angle of the inertial navigation measurement unit, including an initial pitch angle
Figure FDA0003389784790000026
Initial tilt angle gamma and initial heading angle psi, initial pitch angle
Figure FDA0003389784790000027
g is local gravity acceleration, and specifically comprises the following steps:
if a iszNot less than 0, angle of inclination
Figure FDA0003389784790000028
If a isz<0,ayNot less than 0, angle of inclination
Figure FDA0003389784790000029
If a isz<0,ay< 0, angle of inclination
Figure FDA00033897847900000210
The initial heading angle psi is set to zero;
axin the carrier coordinate system x for accelerometer outputbAverage value of lower component, ayIn the carrier coordinate system y for accelerometer outputbAverage value of lower component, azIn the carrier coordinate system z for accelerometer outputbThe average of the lower components.
4. The method of post-processing self-alignment of a micro inertial navigation system of claim 1, wherein: step 4) determining an initial attitude matrix of the inertial navigation measuring device, and determining by using the following formula
Figure FDA0003389784790000031
Wherein the initial pitch angle
Figure FDA0003389784790000032
And the initial inclination angle gamma and the initial heading angle psi are initial attitude angles of the inertial navigation measuring device.
5. The method of post-processing self-alignment of a micro inertial navigation system of claim 1, wherein: the initial value of the quaternion of the inertial navigation measuring device determined in the step 5) is specifically
Will be provided with
Figure FDA0003389784790000033
Written in the form of
Figure FDA0003389784790000034
The inertial measurement unit quaternion Q is expressed as:
Q=[q0 q1 q2 q3]T
then, the initial value of the quaternion of the inertial measurement unit is obtained by
Figure FDA0003389784790000035
6. The method of post-processing self-alignment of a micro inertial navigation system of claim 1, wherein: said step 11)
Figure FDA0003389784790000036
Is determined by
Figure FDA0003389784790000037
7. The method of post-processing self-alignment of a micro inertial navigation system of claim 1, wherein: the alignment result of determining the quaternion of the inertial navigation measurement device in the step 11) is specifically
Will be provided with
Figure FDA0003389784790000038
Is expressed in the following form:
Figure FDA0003389784790000041
then, the alignment result of quaternion of the inertial measurement unit
Figure FDA0003389784790000042
Is obtained from the formula
Figure FDA0003389784790000043
CN201710655651.8A 2017-08-03 2017-08-03 Post-processing self-alignment method of micro-inertial navigation system Active CN109387221B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201710655651.8A CN109387221B (en) 2017-08-03 2017-08-03 Post-processing self-alignment method of micro-inertial navigation system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201710655651.8A CN109387221B (en) 2017-08-03 2017-08-03 Post-processing self-alignment method of micro-inertial navigation system

Publications (2)

Publication Number Publication Date
CN109387221A CN109387221A (en) 2019-02-26
CN109387221B true CN109387221B (en) 2022-03-11

Family

ID=65412140

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201710655651.8A Active CN109387221B (en) 2017-08-03 2017-08-03 Post-processing self-alignment method of micro-inertial navigation system

Country Status (1)

Country Link
CN (1) CN109387221B (en)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110132269A (en) * 2019-06-10 2019-08-16 西北工业大学 A kind of guided missile high-precision Vertical Launch initial attitude acquisition methods

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106507913B (en) * 2010-09-25 2014-10-22 北京自动化控制设备研究所 Combined positioning method for pipeline mapping
CN104266664A (en) * 2014-09-28 2015-01-07 中国石油天然气股份有限公司 Spiral error compensation method for measuring central line of pipeline and measuring equipment
CN105043415A (en) * 2015-07-13 2015-11-11 北京工业大学 Inertial system self-aligning method based on quaternion model

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7962285B2 (en) * 1997-10-22 2011-06-14 Intelligent Technologies International, Inc. Inertial measurement unit for aircraft
US10287872B2 (en) * 2014-11-19 2019-05-14 Scientific Drilling International, Inc. Inertial carousel positioning

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106507913B (en) * 2010-09-25 2014-10-22 北京自动化控制设备研究所 Combined positioning method for pipeline mapping
CN104266664A (en) * 2014-09-28 2015-01-07 中国石油天然气股份有限公司 Spiral error compensation method for measuring central line of pipeline and measuring equipment
CN105043415A (en) * 2015-07-13 2015-11-11 北京工业大学 Inertial system self-aligning method based on quaternion model

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
舰载武器捷联惯导系统极地传递对准算法;郭元江等;《导航定位与授时》;20150531;第2卷(第3期);第23-28页 *

Also Published As

Publication number Publication date
CN109387221A (en) 2019-02-26

Similar Documents

Publication Publication Date Title
CN109459044B (en) GNSS dual-antenna assisted vehicle-mounted MEMS inertial navigation combined navigation method
CN104567931B (en) A kind of heading effect error cancelling method of indoor inertial navigation positioning
CN103217159B (en) A kind of SINS/GPS/ polarized light integrated navigation system modeling and initial alignment on moving base method
JP4466705B2 (en) Navigation device
CN103900565B (en) A kind of inertial navigation system attitude acquisition method based on differential GPS
CN102486377B (en) Method for acquiring initial course attitude of fiber optic gyro strapdown inertial navigation system
CN110926468B (en) Communication-in-motion antenna multi-platform navigation attitude determination method based on transfer alignment
CN101793523B (en) Combined navigation and photoelectric detection integrative system
CN103900608B (en) A kind of low precision inertial alignment method based on quaternary number CKF
CN108458714B (en) Euler angle solving method without gravity acceleration in attitude detection system
CN103196445B (en) Based on the carrier posture measuring method of the earth magnetism supplementary inertial of matching technique
CN103900571B (en) A kind of carrier posture measuring method based on the rotary-type SINS of inertial coodinate system
CN104165641A (en) Milemeter calibration method based on strapdown inertial navigation/laser velocimeter integrated navigation system
CN103697878B (en) A kind of single gyro list accelerometer rotation modulation north finding method
CN105371844A (en) Initialization method for inertial navigation system based on inertial / celestial navigation interdependence
US11408735B2 (en) Positioning system and positioning method
CN105841698A (en) AUV rudder angle precise real-time measurement system without zero setting
CN109489661B (en) Gyro combination constant drift estimation method during initial orbit entering of satellite
Yan et al. Performance assessment of the android smartphone’s IMU in a GNSS/INS coupled navigation model
CN103604428A (en) Star sensor positioning method based on high-precision horizon reference
CN112611394A (en) Aircraft attitude alignment method and system under emission coordinate system
CN110514200B (en) Inertial navigation system and high-rotation-speed rotating body attitude measurement method
CN102645223A (en) Serial inertial navigation vacuum filtering correction method based on specific force observation
CN109387221B (en) Post-processing self-alignment method of micro-inertial navigation system
CN111060140B (en) Polar region inertial navigation error obtaining method under earth ellipsoid model

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