CN103363989B - Estimation and error compensation method for inner lever arm of strapdown inertial navigation system - Google Patents
Estimation and error compensation method for inner lever arm of strapdown inertial navigation system Download PDFInfo
- Publication number
- CN103363989B CN103363989B CN201210102043.1A CN201210102043A CN103363989B CN 103363989 B CN103363989 B CN 103363989B CN 201210102043 A CN201210102043 A CN 201210102043A CN 103363989 B CN103363989 B CN 103363989B
- Authority
- CN
- China
- Prior art keywords
- omega
- centerdot
- lever arm
- sins
- axis
- 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
Abstract
The invention belongs to the technical field of inertial navigation, and relates to an estimation and error compensation method for an inner lever arm of a strapdown inertial navigation system. The method comprises the steps of initially aligning, estimating parameters of the inner lever arm, and compensating the error of the inner lever arm. According to the estimation and error compensation method for the inner lever arm of the strapdown inertial navigation system, the inner lever arm of the strapdown inertial navigation system can be estimated, further, the error compensation can be performed on the inner lever arm according to the estimated inner lever arm, and thus the navigation precision of the strapdown inertial navigation system in a dynamic environment can be improved.
Description
Technical field
The invention belongs to technical field of inertial, it is related to a kind of estimation of inner lever arm of strapdown inertial navigation system and mends with error
Compensation method.
Background technology
In strap-down inertial technical field, prior art often regards inertial measurement cluster as " point measurement assembly ",
Thus only considering to be somebody's turn to do the lever arm effect error between navigational reference point, i.e. outer lever arm error on " point measurement assembly " and carrier.
In fact, when the barycenter of SINS and the barycenter of three accelerometers are misaligned, then inertial navigation system
Lever arm in system presence, if SINS has angular movement, will cause in accelerometer output and produce one and interior lever arm
Length and the proportional centripetal disturbing acceleration of SINS angular speed square product, and one with interior lever arm length and victory
The proportional tangential disturbing acceleration of connection inertial navigation system angular acceleration product, the two is equivalent to interior lever arm error, and it can reduce victory
The navigation accuracy of connection inertial navigation.
In SINS, three accelerometers are arranged on the orthogonal bracket of three axles, and this necessarily brings inertial navigation system
System barycenter and three accelerometer barycenter are misaligned, thus lever arm error in existing, for raising system leading under dynamic environment
Boat precision, needs lever arm estimation error and compensation method in research badly.
Content of the invention
The technical problem to be solved in the invention is: proposes a kind of estimation of inner lever arm of strapdown inertial navigation system and error compensation
Method, the method can estimate the interior lever arm of SINS, and then carries out interior lever arm by mistake using the interior lever arm estimating
Difference compensates, and improves navigation accuracy under dynamic environment for the SINS.
Technical scheme is as described below:
A kind of estimation of inner lever arm of strapdown inertial navigation system and error compensating method, comprise the following steps: step one: initially right
Accurate;Step 2: lever arm parameter in estimation;Step 3: lever arm error in compensation.
In step one, SINS is arranged on the axle three-axle table mutually orthogonal with axle, SINS
Three orthogonal direction of principal axis of body coordinate system and turntable are consistent.
In step 2, turntable is controlled to make SINS simultaneously around three axial period rotations of turntable, using with speed
Degree error is that the kalman filtering of observed quantity estimates, correlation formula is as follows to the interior lever arm of SINS:
Quantity of state: Wherein
x2=[r1xr1yr1zr2xr2yr2zr3xr3yr3z]t,
Error state equation is:Wherein
a1It is and x1Corresponding sytem matrix;
Observed quantity is: z=[δ vnδvuδve]t,
In above-mentioned formula:
δvn、δvu、δveVelocity error for SINS;
φn、φu、φeMisalignment for SINS;
εx、εy、εzInclined for the gyro zero of SINS;
Accelerometer bias for SINS;
r1xInterior lever arm component for the body coordinate system x-axis in SINS for the x-axis accelerometer barycenter;
r1yInterior lever arm component for the body coordinate system y-axis in SINS for the x-axis accelerometer barycenter;
r1zInterior lever arm component for the body coordinate system z-axis in SINS for the x-axis accelerometer barycenter;
r2xInterior lever arm component for the body coordinate system x-axis in SINS for the y-axis accelerometer barycenter;
r2yInterior lever arm component for the body coordinate system y-axis in SINS for the y-axis accelerometer barycenter;
r2zInterior lever arm component for the body coordinate system z-axis in SINS for the y-axis accelerometer barycenter;
r3xInterior lever arm component for the body coordinate system x-axis in SINS for the z-axis accelerometer barycenter;
r3yInterior lever arm component for the body coordinate system y-axis in SINS for the z-axis accelerometer barycenter;
r3zInterior lever arm component for the body coordinate system z-axis in SINS for the z-axis accelerometer barycenter;
ωxAngular speed for the measurement of x-axis gyroscope;
ωyAngular speed for the measurement of y-axis gyroscope;
ωzAngular speed for the measurement of z-axis gyroscope;
For angular velocity omegaxDifferential, represent x-axis angular acceleration;
For angular velocity omegayDifferential, represent y-axis angular acceleration;
For angular velocity omegazDifferential, represent z-axis angular acceleration.
In step 3, carry out interior lever arm error compensation using following formula:
Wherein,Carrier acceleration for the accelerometer measures before compensating;
Carrier acceleration for the accelerometer measures after compensating;
Preferably, in Periodic Rotating described in step 2, each axle rotational steps controls in 60 °~180 ° scopes
Interior, such as 90 °;Rotating speed controls in the range of 5 °/s~50 °/s, such as 10 °/s;TRH controls between 5min~10min,
As 8min.
Beneficial effects of the present invention are;
The method of the present invention passes through to estimate inner lever arm of strapdown inertial navigation system, lever arm error in calculating, and then internal lever arm is by mistake
Difference compensates, and improves navigation accuracy under dynamic environment for the SINS.
Specific embodiment
By analysis in lever arm error produce mechanism it is proposed that a kind of estimation of the interior lever arm based on kalman filtering with
Error compensating method, the method can be in SINS simultaneously after its three sensitive axes rotations, using kalman filtering
Entirely estimate the interior lever arm of SINS, and then carry out interior lever arm error compensation using the interior lever arm estimating, improve prompt
Connection navigation accuracy under dynamic environment for the inertial navigation system.
The method of the present invention comprises the steps:
Step one: SINS is arranged on the axle three-axle table mutually orthogonal with axle, SINS body
Three orthogonal direction of principal axis of coordinate system and turntable are consistent, complete initially to be aligned.Described initial be aligned is known to the skilled person
General knowledge.
Step 2: after the completion of initial be aligned, control turntable to make SINS simultaneously around three axial periods of turntable
Rotation, each axle rotational steps controls in the range of 60 °~180 °, and rotating speed controls in the range of 5 °/s~50 °/s, when always rotating
Between control between 5min~10min, filtered in SINS using the kalman with velocity error as observed quantity
Lever arm is estimated, correlation formula is as follows:
Quantity of state: Wherein
x2=[r1xr1yr1zr2xr2yr2zr3xr3yr3z]t
Error state equation is:Wherein
a1It is and x1Corresponding sytem matrix;
Observed quantity is: z=[δ vnδvuδve]t.
In above-mentioned formula:
δvn、δvu、δveVelocity error for SINS;
φn、φu、φeMisalignment for SINS;
εx、εy、εzInclined for the gyro zero of SINS;
Accelerometer bias for SINS;
r1xInterior lever arm component for the body coordinate system x-axis in SINS for the x-axis accelerometer barycenter;
r1yInterior lever arm component for the body coordinate system y-axis in SINS for the x-axis accelerometer barycenter;
r1zInterior lever arm component for the body coordinate system z-axis in SINS for the x-axis accelerometer barycenter;
r2xInterior lever arm component for the body coordinate system x-axis in SINS for the y-axis accelerometer barycenter;
r2yInterior lever arm component for the body coordinate system y-axis in SINS for the y-axis accelerometer barycenter;
r2zInterior lever arm component for the body coordinate system z-axis in SINS for the y-axis accelerometer barycenter;
r3xInterior lever arm component for the body coordinate system x-axis in SINS for the z-axis accelerometer barycenter;
r3yInterior lever arm component for the body coordinate system y-axis in SINS for the z-axis accelerometer barycenter;
r3zInterior lever arm component for the body coordinate system z-axis in SINS for the z-axis accelerometer barycenter;
ωxAngular speed for the measurement of x-axis gyroscope;
ωyAngular speed for the measurement of y-axis gyroscope;
ωzAngular speed for the measurement of z-axis gyroscope;
For angular velocity omegaxDifferential, represent x-axis angular acceleration;
For angular velocity omegayDifferential, represent y-axis angular acceleration;
For angular velocity omegazDifferential, represent z-axis angular acceleration.
Step 3: interior lever arm error compensation
Need accelerometer output is compensated after estimating interior lever arm, compensation method is as follows:
Wherein,Carrier acceleration for the accelerometer measures before compensating;
Carrier acceleration for the accelerometer measures after compensating;
Carry out estimation and the error compensation of interior lever arm using certain type Ring Laser Gyroscope SINS in laboratory, be embodied as walking
Suddenly as follows:
The first step: first Ring Laser Gyroscope SINS is arranged on the axle three-axle table mutually orthogonal with axle, strapdown is used to
Three orthogonal direction of principal axis of guiding systems body coordinate system and turntable are consistent, complete initially to be aligned.
Second step: after the completion of initial be aligned, make turntable simultaneously around interior, neutralization outer shroud Periodic Rotating, each axle rotation amplitude
For 90 °, rotating speed is 10 °/s, and TRH is 8min, using the kalman filtering with velocity error as observed quantity, strapdown is used to
The interior lever arm of guiding systems is estimated, the interior lever arm value estimating this SINS is
r1x=-0.064m, r1y=-0.016m, r1z=0.094m;
r2x=-0.061m, r2y=-0.094m, r2z=0.094m;
r3x=-0.060m, r3y=-0.054m, r3z=0.097m.
3rd step: after estimating interior lever arm, lever arm error delta f in calculatingr, and then realize to lever arm in accelerometer by mistake
Difference compensates.
The validity of the interior lever arm error estimated to verify and compensate, is carried out using above-mentioned SINS data
Off-line simulation checking test.Carry out after error compensation with the above-mentioned interior lever arm estimating, inertial navigation system horizontal velocity before and after rotation
Error change is less than 0.2m/s, and in uncompensation during lever arm error, before and after rotation, inertial navigation system horizontal velocity error change exceedes
In 0.5m/s, and rotation process, horizontal velocity error rises appreciably.This comparing result illustrate the method estimate and compensate
Validity.
Claims (4)
1. a kind of estimation of inner lever arm of strapdown inertial navigation system and error compensating method it is characterised in that: comprise the following steps:
Step one: initial be aligned;
Step 2: lever arm parameter in estimation;
Step 3: lever arm error in compensation.
In step one, SINS is arranged on the axle three-axle table mutually orthogonal with axle, SINS body is sat
Mark system is consistent with three orthogonal direction of principal axis of turntable;
In step 2, turntable is controlled to make SINS simultaneously around three axial period rotations of turntable, using with speed by mistake
Difference estimates, correlation formula is as follows for the kalman filtering of observed quantity to the interior lever arm of SINS:
Quantity of state: Wherein
x2=[r1xr1yr1zr2xr2yr2zr3xr3yr3z]t,
Error state equation is:Wherein
a1It is and x1Corresponding sytem matrix;
Observed quantity is: z=[δ vnδvuδve]t,
In above-mentioned formula:
δvn、δvu、δveVelocity error for SINS;
φn、φu、φeMisalignment for SINS;
ex、ey、ezInclined for the gyro zero of SINS;
Accelerometer bias for SINS;
r1xInterior lever arm component for the body coordinate system x-axis in SINS for the x-axis accelerometer barycenter;
r1yInterior lever arm component for the body coordinate system y-axis in SINS for the x-axis accelerometer barycenter;
r1zInterior lever arm component for the body coordinate system z-axis in SINS for the x-axis accelerometer barycenter;
r2xInterior lever arm component for the body coordinate system x-axis in SINS for the y-axis accelerometer barycenter;
r2yInterior lever arm component for the body coordinate system y-axis in SINS for the y-axis accelerometer barycenter;
r2zInterior lever arm component for the body coordinate system z-axis in SINS for the y-axis accelerometer barycenter;
r3xInterior lever arm component for the body coordinate system x-axis in SINS for the z-axis accelerometer barycenter;
r3yInterior lever arm component for the body coordinate system y-axis in SINS for the z-axis accelerometer barycenter;
r3zInterior lever arm component for the body coordinate system z-axis in SINS for the z-axis accelerometer barycenter;
ωxAngular speed for the measurement of x-axis gyroscope;
ωyAngular speed for the measurement of y-axis gyroscope;
ωzAngular speed for the measurement of z-axis gyroscope;
For angular velocity omegaxDifferential, represent x-axis angular acceleration;
For angular velocity omegayDifferential, represent y-axis angular acceleration;
For angular velocity omegazDifferential, represent z-axis angular acceleration.
2. the estimation of inner lever arm of strapdown inertial navigation system according to claim 1 and error compensating method it is characterised in that:
In Periodic Rotating described in step 2, each axle rotational steps controls in the range of 60 °~180 °, and rotating speed controls in 5 °/s
In the range of~50 °/s, TRH controls between 5min~10min.
3. the estimation of inner lever arm of strapdown inertial navigation system according to claim 2 and error compensating method it is characterised in that:
In Periodic Rotating described in step 2, each axle rotation amplitude is 90 °, and rotating speed is 10 °/s, and TRH is 8min.
4. the estimation of inner lever arm of strapdown inertial navigation system according to claim 1 and error compensating method it is characterised in that:
In step 3, carry out interior lever arm error compensation using following formula:
Wherein,Carrier acceleration for the accelerometer measures before compensating;
Carrier acceleration for the accelerometer measures after compensating;
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201210102043.1A CN103363989B (en) | 2012-04-09 | 2012-04-09 | Estimation and error compensation method for inner lever arm of strapdown inertial navigation system |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201210102043.1A CN103363989B (en) | 2012-04-09 | 2012-04-09 | Estimation and error compensation method for inner lever arm of strapdown inertial navigation system |
Publications (2)
Publication Number | Publication Date |
---|---|
CN103363989A CN103363989A (en) | 2013-10-23 |
CN103363989B true CN103363989B (en) | 2017-01-18 |
Family
ID=49365864
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201210102043.1A Active CN103363989B (en) | 2012-04-09 | 2012-04-09 | Estimation and error compensation method for inner lever arm of strapdown inertial navigation system |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN103363989B (en) |
Families Citing this family (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN106919192B (en) * | 2015-12-24 | 2019-11-15 | 北京自动化控制设备研究所 | A kind of control method of rotating device |
CN106123917B (en) * | 2016-06-07 | 2018-12-04 | 哈尔滨工业大学 | Consider the Strapdown Inertial Navigation System compass alignment methods of outer lever arm effect |
CN106482746B (en) * | 2016-11-25 | 2019-04-26 | 北京航空航天大学 | Lever arm calibration and compensation method in a kind of accelerometer for hybrid inertial navigation system |
CN107478246B (en) * | 2017-08-09 | 2020-11-13 | 南京理工大学 | Size effect parameter calibration method |
CN108592952B (en) * | 2018-06-01 | 2020-10-27 | 北京航空航天大学 | Method for simultaneously calibrating multiple MIMU errors based on lever arm compensation and positive and negative speed multiplying rate |
CN109883392B (en) * | 2019-03-08 | 2021-07-16 | 哈尔滨工程大学 | Strapdown inertial navigation heave measurement method based on phase compensation |
CN113418535A (en) * | 2021-06-13 | 2021-09-21 | 西北工业大学 | Rotary inertial navigation system multi-position alignment method based on two-dimensional inner lever arm estimation |
Citations (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP0617259A1 (en) * | 1993-03-23 | 1994-09-28 | Litton Systems, Inc. | Method for calibrating aircraft navigation systems |
CN1763475A (en) * | 2005-11-04 | 2006-04-26 | 北京航空航天大学 | Aerial in-flight alignment method for SINS/GPS combined navigation system |
CN101131311A (en) * | 2007-10-15 | 2008-02-27 | 北京航空航天大学 | Alignment and calibration method for intelligentized aircraft missile movable base |
CN101893445A (en) * | 2010-07-09 | 2010-11-24 | 哈尔滨工程大学 | Rapid initial alignment method for low-accuracy strapdown inertial navigation system under swinging condition |
CN101915578A (en) * | 2010-07-09 | 2010-12-15 | 哈尔滨工程大学 | Method for measuring distance between any two positions on ships based on fiber optic strapdown inertial systems |
CN101963513A (en) * | 2010-09-03 | 2011-02-02 | 哈尔滨工程大学 | Alignment method for eliminating lever arm effect error of strapdown inertial navigation system (SINS) of underwater carrier |
CN102393201A (en) * | 2011-08-02 | 2012-03-28 | 北京航空航天大学 | Dynamic lever arm compensating method of position and posture measuring system (POS) for aerial remote sensing |
-
2012
- 2012-04-09 CN CN201210102043.1A patent/CN103363989B/en active Active
Patent Citations (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP0617259A1 (en) * | 1993-03-23 | 1994-09-28 | Litton Systems, Inc. | Method for calibrating aircraft navigation systems |
CN1763475A (en) * | 2005-11-04 | 2006-04-26 | 北京航空航天大学 | Aerial in-flight alignment method for SINS/GPS combined navigation system |
CN101131311A (en) * | 2007-10-15 | 2008-02-27 | 北京航空航天大学 | Alignment and calibration method for intelligentized aircraft missile movable base |
CN101893445A (en) * | 2010-07-09 | 2010-11-24 | 哈尔滨工程大学 | Rapid initial alignment method for low-accuracy strapdown inertial navigation system under swinging condition |
CN101915578A (en) * | 2010-07-09 | 2010-12-15 | 哈尔滨工程大学 | Method for measuring distance between any two positions on ships based on fiber optic strapdown inertial systems |
CN101963513A (en) * | 2010-09-03 | 2011-02-02 | 哈尔滨工程大学 | Alignment method for eliminating lever arm effect error of strapdown inertial navigation system (SINS) of underwater carrier |
CN102393201A (en) * | 2011-08-02 | 2012-03-28 | 北京航空航天大学 | Dynamic lever arm compensating method of position and posture measuring system (POS) for aerial remote sensing |
Non-Patent Citations (4)
Title |
---|
捷联惯导加速度计尺寸效应误差建模及其标定;游金川;《宇航学报》;20120331;第33卷(第3期);311-317 * |
捷联惯导系统内杆臂补偿方法及试验验证;严恭敏;《宇航学报》;20120131;第33卷(第1期);62-67 * |
捷联惯性测量组件中内杆臂效应分析与补偿;严恭敏;《中国惯性技术学报》;20080430;第16卷(第2期);148-153 * |
激光陀螺捷联惯导系统尺寸效应参数标定与优化补偿;吴文启;《中国惯性技术学报》;20091231;第17卷(第6期);636-642 * |
Also Published As
Publication number | Publication date |
---|---|
CN103363989A (en) | 2013-10-23 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN103363989B (en) | Estimation and error compensation method for inner lever arm of strapdown inertial navigation system | |
CN105180968B (en) | A kind of IMU/ magnetometers installation misalignment filters scaling method online | |
CN107655493B (en) | SINS six-position system-level calibration method for fiber-optic gyroscope | |
EP3364155A1 (en) | A method for initial alignment of an inertial navigation apparatus | |
CN106969783B (en) | Single-axis rotation rapid calibration technology based on fiber-optic gyroscope inertial navigation | |
CN101514900B (en) | Method for initial alignment of a single-axis rotation strap-down inertial navigation system (SINS) | |
CN110006450A (en) | A kind of scaling method of Ring Laser Gyroscope SINS on horizontal triaxial turntable | |
CN103090867B (en) | Error restraining method for fiber-optic gyroscope strapdown inertial navigation system rotating relative to geocentric inertial system | |
CN104316055B (en) | A kind of double-wheel self-balancing robot attitude algorithm method based on improved expanded Kalman filtration algorithm | |
CN105043412B (en) | A kind of Inertial Measurement Unit error compensating method | |
CN101975872B (en) | Method for calibrating zero offset of quartz flexible accelerometer component | |
CN104165638B (en) | Multi-position self-calibration method for biaxial rotating inertial navigation system | |
Prikhodko et al. | Towards self-navigating cars using MEMS IMU: Challenges and opportunities | |
CN107588769A (en) | A kind of vehicle-mounted inertial navigation, odometer and altimeter Combinated navigation method | |
CN102607595B (en) | Method for testing dynamic random drifting of strap-down flexible gyroscope by aid of laser Doppler velocimeter | |
CN102272554B (en) | Signal processing module, navigation device with the signal processing module, vehicle provided with a navigation device and method of providing navigation data | |
CN101571394A (en) | Method for determining initial attitude of fiber strapdown inertial navigation system based on rotating mechanism | |
CN112595350B (en) | Automatic calibration method and terminal for inertial navigation system | |
CN110887505A (en) | Redundant inertial measurement unit laboratory calibration method | |
CN106153069B (en) | Attitude rectification device and method in autonomous navigation system | |
CN103256943A (en) | Compensation method for scale factor error in single-axial rotating strapdown inertial navigation system | |
CN103175545A (en) | Speed and partial angular speed matching anti-interference fast transfer alignment method of inertial navigation system | |
CN105737842A (en) | Vehicle-mounted autonomous navigation method based on rotary modulation and virtual odometer | |
CN104697521A (en) | Method for measuring posture and angle speed of high-speed rotating body by gyro redundant oblique configuration mode | |
CN104567888A (en) | Inertial navigation vehicle attitude measurement method based on online velocity correction |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
C14 | Grant of patent or utility model | ||
GR01 | Patent grant |