JPH04259872A - How to correct the magnetic field measurements of a 3-axis magnetometer - Google Patents
How to correct the magnetic field measurements of a 3-axis magnetometerInfo
- Publication number
- JPH04259872A JPH04259872A JP4413891A JP4413891A JPH04259872A JP H04259872 A JPH04259872 A JP H04259872A JP 4413891 A JP4413891 A JP 4413891A JP 4413891 A JP4413891 A JP 4413891A JP H04259872 A JPH04259872 A JP H04259872A
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- Prior art keywords
- axis
- magnetic field
- magnetometer
- orthogonal
- axes
- Prior art date
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- 238000005259 measurement Methods 0.000 title claims description 4
- 238000012937 correction Methods 0.000 claims abstract description 16
- 238000001514 detection method Methods 0.000 claims abstract description 14
- 230000035945 sensitivity Effects 0.000 claims abstract description 7
- 230000005389 magnetism Effects 0.000 claims description 4
- 238000000034 method Methods 0.000 claims description 2
- 238000010586 diagram Methods 0.000 description 5
- 230000014509 gene expression Effects 0.000 description 3
- 238000007796 conventional method Methods 0.000 description 2
- 230000000694 effects Effects 0.000 description 2
- 101000582320 Homo sapiens Neurogenic differentiation factor 6 Proteins 0.000 description 1
- 102100030589 Neurogenic differentiation factor 6 Human genes 0.000 description 1
- 239000000696 magnetic material Substances 0.000 description 1
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Abstract
Description
【0001】0001
【産業上の利用分野】本発明は磁力計で、磁界強さの3
軸成分値を測定するに際し、各検出軸の感度及びオフセ
ットが異なる場合並びに各検出軸が磁気的に相互に正し
く直交していない場合に生じる検出磁界誤差の補正方法
に関するものである。[Industrial Application Field] The present invention is a magnetometer with a magnetic field strength of 3
The present invention relates to a method for correcting detected magnetic field errors that occur when the sensitivities and offsets of each detection axis are different and when the detection axes are not magnetically orthogonal to each other when measuring axis component values.
【0002】0002
【従来の技術】1軸方向の磁界成分値を測定できるセン
サーを図1に示すように3個用意して、これらを機械的
にお互いに直交させても、磁気的には必ずしもお互い直
交しない。この磁気的直交性を補正する方法として従来
行なわれているのは、磁気シールドされた空間に精確か
つ均等で発生磁界の大きさ及びその方向が既知の磁界発
生コイルシステムを設け、更に同コイルシステムと関連
した面内で回転可能な回転台を使用し、同回転台に3軸
磁力計を取り付け検出軸の調整及び測定値の最大(また
は最小)となる角度を測定して直交性を補正している。
また、コイルシステムの既知発生磁界を基準として各検
出軸の感度及びオフセットを補正していた。2. Description of the Related Art Even if three sensors capable of measuring magnetic field component values in one axial direction are prepared as shown in FIG. 1 and are mechanically orthogonal to each other, they are not necessarily orthogonal to each other magnetically. The conventional method of correcting this magnetic orthogonality is to install a magnetic field generating coil system in a magnetically shielded space with a precise and uniform magnetic field whose magnitude and direction are known, and then A rotating table that can be rotated in a plane related to the rotation table is used, and a 3-axis magnetometer is attached to the rotating table, and the orthogonality is corrected by adjusting the detection axis and measuring the angle that produces the maximum (or minimum) of the measured value. ing. Furthermore, the sensitivity and offset of each detection axis were corrected based on the known magnetic field generated by the coil system.
【0003】0003
【発明が解決しようとしている課題】従来の3軸磁力計
は磁力成分検出用のセンサーの磁気上の検出軸を正確に
直交3軸のX軸、Y軸、Z軸に合致させる必要があった
。この場合、磁気シードルされた空間に精確かつ均等で
発生磁界の大きさ及びその方向が既知の磁界発生コイル
システムを設け、さらに同コイルシステムと関連した面
内で回転可能な回転台を使用し、同回転台に3軸磁力計
を取り付け、出力値を計測しながらコイルシステムの既
知発生磁界を基準として各検出軸の感度及びオフセット
の調整並びに直交性誤差を許容値内に収めるために検出
用センサーの配置方向を試行錯誤で調整する。このため
複雑で高精度な設備及び多大な調整時間を要する欠点並
びに磁界発生コイルシステム自体にも誤差を含むため精
度確保が難しいという欠点があった。[Problem to be solved by the invention] In the conventional three-axis magnetometer, it was necessary to align the magnetic detection axis of the sensor for detecting the magnetic force component with the three orthogonal axes of X, Y, and Z axes. . In this case, a magnetic field generating coil system is provided in the magnetically shielded space, and the magnitude and direction of the generated magnetic field are known with precision and uniformity, and a rotary table that can rotate in a plane related to the coil system is used, A 3-axis magnetometer is attached to the rotary table, and while measuring the output value, the sensitivity and offset of each detection axis are adjusted based on the known magnetic field generated by the coil system, and the detection sensor is used to keep the orthogonality error within the tolerance. Adjust the placement direction by trial and error. For this reason, there are disadvantages in that it requires complicated and highly accurate equipment and a large amount of adjustment time, and that it is difficult to ensure accuracy because the magnetic field generating coil system itself includes errors.
【0004】0004
【課題を解決するための手段】1軸方向の磁界成分値を
測定できる3個のセンサーを互いにほぼ直交させて、配
列してなる3軸磁力計で、所定位置におけるX、Y、Z
の直交座標系の磁界強さを測定するに際し、先ずセンサ
ーで、所定位置におけるX、Y、Z3方向の地磁気によ
る出力電圧を測定する。次にこの3軸磁力計を全体とし
て基準軸のまわりに予め定めた回転角度だけ順次5回回
転せしめて、その都度その回転角度変更位置におけるX
、Y、Z3方向の出力電圧を測定する。この測定値をそ
れぞれ各センサーの検出軸の感度、オフセット及び直交
性についての未知の補正係数を含む所定の演算式に入力
せしめて、これらの演算式を解いてその補正係数を求め
る。しかる後、この求められた補正係数を含む演算式に
任意位置における測定値を入力せしめて、その結果を磁
界強さとして出力したことを特徴とする。[Means for Solving the Problem] A three-axis magnetometer is constructed by arranging three sensors that can measure magnetic field component values in one axis direction and are arranged almost orthogonally to each other, and is used to measure X, Y, and Z values at a predetermined position.
When measuring the magnetic field strength in the orthogonal coordinate system, first, a sensor measures the output voltage due to the earth's magnetism in the three directions of X, Y, and Z at a predetermined position. Next, this three-axis magnetometer as a whole is sequentially rotated five times by a predetermined rotation angle around the reference axis, and each time the X
, Y, and Z directions. These measured values are input into predetermined arithmetic expressions including unknown correction coefficients for the sensitivity, offset, and orthogonality of the detection axis of each sensor, and these arithmetic expressions are solved to obtain the correction coefficients. Thereafter, the measurement value at an arbitrary position is inputted into an arithmetic expression including the obtained correction coefficient, and the result is outputted as the magnetic field strength.
【0005】[0005]
【実施例】本発明を図面に基づいて具体的に説明すると
、図2において、1は図1に示すような1軸方向の磁界
成分値を測定できるセンサー1aを、3個直角座標系の
X軸、Y軸、Z軸のようにお互いにほぼ直交させて配列
して成る3軸磁力計、2は直角精度の優れたサイコロ状
の非磁性材料から成る6面体で、該6面体は、その1面
2Aには前記3軸磁力計1がボルト(図示せず)によっ
て着脱自在に取り付けられ、一方残りの5面には、それ
ぞれ2個のピン穴2a、2aを基準として、お互いに所
定の既知の角度回転した位置にピン穴2a′2a′を穿
設し、各面にそれぞれ合計4個のピン穴が穿設されてい
る。3は平板よりなる基準台で、この基準台の上には前
記6面体2のピン穴2a、2aと係合するピン3a、3
aが取り付けてある。[Embodiment] To explain the present invention in detail based on the drawings, in FIG. 2, reference numeral 1 denotes three sensors 1a capable of measuring magnetic field component values in one axis direction as shown in FIG. A three-axis magnetometer is arranged such that the axis, Y axis, and Z axis are almost orthogonal to each other. 2 is a hexahedron made of a dice-shaped non-magnetic material with excellent perpendicular accuracy; The three-axis magnetometer 1 is removably attached to one surface 2A with bolts (not shown), while the remaining five surfaces are connected to each other at predetermined positions with reference to two pin holes 2a, 2a, respectively. Pin holes 2a'2a' are drilled at positions rotated by a known angle, and a total of four pin holes are drilled on each surface. Reference numeral 3 denotes a reference stand made of a flat plate, and on this reference stand there are pins 3a, 3 that engage with the pin holes 2a, 2a of the hexahedron 2.
A is attached.
【0006】今、図3に示すように、3軸磁力計1を6
面体2に取り付け、次に基準台3のピン3a、3a上に
、3軸磁力計1が上部に位置するように6面体のピン穴
2a、2aに合致させてはめ込む。こうして準備した基
準台3を水平面上に載置し、更に3軸磁力計1のX軸が
概ね地磁気の東北を向くように空間上に固定する。この
状態を「姿勢1」と称する。Now, as shown in FIG.
It is attached to the facepiece 2, and then fitted onto the pins 3a, 3a of the reference stand 3 so that the three-axis magnetometer 1 is positioned at the top, matching the pin holes 2a, 2a of the hexahedron. The reference stand 3 prepared in this manner is placed on a horizontal surface, and further fixed in space so that the X-axis of the three-axis magnetometer 1 points approximately toward the northeast of the earth's magnetic field. This state is referred to as "posture 1".
【0007】「姿勢1」に於ける6面体の稜線のうち3
軸磁力計1の各軸(非直交)にほぼ平行な図3に示す3
稜線(直交)をXr、Yr、及びZr軸とする空間固定
座標系XrYrZrとする。空間固定座標系に於ける3
軸磁力計1のX、Y及びZ軸の方向余弦をそれぞれX(
Lx Mx Nx)、Y(Ly My Ny)
、Z(Lz Mz Nz)とする。また空間固定座
標系に於ける地磁気のXr、Yr、及びZr軸成分をそ
れぞれ、Hex、Hey、及びHezとすると、3軸磁
力計のX、Y、及びZ軸にかかる磁界Hsx、Hsy、
及びHszは、数式1で表わされる。[0007] Three of the ridgelines of the hexahedron in "Posture 1"
3 shown in FIG. 3 approximately parallel to each axis (non-orthogonal) of the axial magnetometer 1.
Let us assume a spatially fixed coordinate system XrYrZr in which the ridge lines (orthogonal) are the Xr, Yr, and Zr axes. 3 in a space-fixed coordinate system
The direction cosines of the X, Y, and Z axes of the axial magnetometer 1 are expressed as X(
Lx Mx Nx), Y (Ly My Ny)
, Z(Lz Mz Nz). Furthermore, if the Xr, Yr, and Zr axis components of the earth's magnetism in a fixed space coordinate system are Hex, Hey, and Hez, respectively, then the magnetic fields Hsx, Hsy, and Hsy applied to the X, Y, and Z axes of the 3-axis magnetometer are
and Hsz are expressed by Equation 1.
【数1】
数式1に於ける3軸磁力計1にかかる磁界Hsx、Hs
y及びHszは、実際には磁力計の出力電圧Vsx1、
Vsy1、及びVsz1として測定される。一般的に、
加わる磁界と出力電圧の関係は線形であり、Ax、Ay
、Azを感度補正係数(常数)Bx、By、Bzをオフ
セット補正係数(常数)とすれば、数式2から数式4で
表わされる。[Math. 1] Magnetic fields Hsx, Hs applied to the 3-axis magnetometer 1 in Equation 1
y and Hsz are actually the magnetometer output voltage Vsx1,
It is measured as Vsy1 and Vsz1. Typically,
The relationship between the applied magnetic field and the output voltage is linear, Ax, Ay
, Az are sensitivity correction coefficients (constants), and Bx, By, and Bz are offset correction coefficients (constants).
【数2】[Math 2]
【数3】[Math 3]
【数4】[Math 4]
【0008】また、方向余弦の間には、数式5から数式
7の関係がある。[0008] Furthermore, there are relationships between the direction cosines as shown in Equations 5 to 7.
【数5】[Math 5]
【数6】[Math 6]
【数7】
従って数式2から数式7の関係から数式1の含む未知数
はMx、Nx、Ly、Ny、Lz、Mz、Hex、He
y、Hez、Ax、Bx、Ay、By、Az及びBzの
15個である。[Equation 7] Therefore, from the relationship between Equations 2 to 7, the unknowns included in Equation 1 are Mx, Nx, Ly, Ny, Lz, Mz, Hex, He
They are 15: y, Hez, Ax, Bx, Ay, By, Az, and Bz.
【0009】ここで、数式8から数式22と置き換え数
式1を書き直せば、数式23となる。但し、常に数式2
4から数式26の関係がある。[0009] Here, if Equation 8 is replaced with Equation 22 and Equation 1 is rewritten, Equation 23 is obtained. However, always Formula 2
4 to Equation 26.
【数8】[Math. 8]
【数9】[Math. 9]
【数10】[Math. 10]
【数11】[Math. 11]
【数12】[Math. 12]
【数13】[Math. 13]
【数14】[Math. 14]
【数15】[Math. 15]
【数16】[Math. 16]
【数17】[Math. 17]
【数18】[Math. 18]
【数19】[Math. 19]
【数20】[Math. 20]
【数21】[Math. 21]
【数22】[Math. 22]
【数23】[Math. 23]
【数24】[Math. 24]
【数25】[Math. 25]
【数26】[Math. 26]
【0010】上述15個の未知数を求める為に、「姿勢
1」からZr軸回りに+90度だけ6面体を回転させた
姿勢(「姿勢2」と称する。)に於いて、3軸磁力計の
出力電圧がVsx2、Vsy2、及びVsz2となれば
、数式27が成り立つ。In order to obtain the above-mentioned 15 unknowns, the hexahedron is rotated by +90 degrees around the Zr axis from "Posture 1" (referred to as "Posture 2"), and the 3-axis magnetometer is If the output voltages are Vsx2, Vsy2, and Vsz2, Equation 27 holds true.
【数27】
「姿勢2」からXr軸に+90度回転した姿勢(「姿勢
3」と称す。)に於いて、出力電圧がVsx3、Vsy
3、及びVsz3となれば数式28が成り立つ。[Formula 27] In a posture rotated by +90 degrees around the Xr axis from “Posture 2” (referred to as “Posture 3”), the output voltages are Vsx3, Vsy
3, and Vsz3, Equation 28 holds true.
【数28】
「姿勢3」からZr軸に+90度回転した姿勢(「姿勢
4」と称す。)に於いて、出力電圧がVsx4、Vsy
4、及びVsz4となれば数式29が成り立つ。[Formula 28] In a posture rotated by +90 degrees around the Zr axis from “Posture 3” (referred to as “Posture 4”), the output voltages are Vsx4, Vsy
4, and Vsz4, Equation 29 holds true.
【数29】
「姿勢4」からXr軸に+90度回転した姿勢(「姿勢
5」と称す。)に於いて、出力電圧がVsx5、Vsy
5、及びVsz5となれば数式30が成り立つ。[Formula 29] In a posture rotated +90 degrees from “Posture 4” to the Xr axis (referred to as “Posture 5”), the output voltages are Vsx5, Vsy
5, and Vsz5, Equation 30 holds true.
【数30】
数式23及び数式27から数式30より15個の方程式
が得られ、これを非線形連立方程式の数値解法で解けば
X1〜X15の未知数が求められる。これより、3軸磁
力計の補正として、3軸磁力計の出力電圧をVsx、V
sy及びVszとした時、数式31により正しい直交3
軸成分Hx、Hy、及びHzが求められる。[Formula 30] From Equations 23 and 27, 15 equations are obtained from Equation 30, and by solving them by numerical solution of nonlinear simultaneous equations, unknowns X1 to X15 can be obtained. From this, as a correction for the 3-axis magnetometer, the output voltage of the 3-axis magnetometer is set to Vsx, V
When sy and Vsz, the correct orthogonal 3 is obtained by formula 31.
The axial components Hx, Hy, and Hz are determined.
【数31】[Math. 31]
【0011】例えば、真の全磁力474mGの一様磁界
での図4のような補正前の各軸磁界成分値Hx′、Hy
′、Hz′及び全磁力値Ht′、全磁力変動値△Ht′
を第1表にさらに図5のような補正磁界成分値Hx、H
y、Hz及び全磁力値Ht、全磁力変動値△Htを第2
表に示した。ここでは3軸磁力計を概ね水平線で45度
毎に360度回転したときの値であり、全磁力値の理想
値は一定であるが第1表で示すように補正前の全磁力変
動△Ht′が16.58mGであったものが、第2表で
示すように補正後の全磁力変動△Htは0.18mGと
なり約100倍の確度になっている。For example, each axis magnetic field component value Hx', Hy before correction as shown in FIG. 4 in a uniform magnetic field with a true total magnetic force of 474 mG
', Hz', total magnetic force value Ht', total magnetic force fluctuation value △Ht'
In Table 1, the corrected magnetic field component values Hx, H as shown in FIG.
y, Hz, total magnetic force value Ht, and total magnetic force variation value △Ht as the second
Shown in the table. Here, the values are obtained when the 3-axis magnetometer is rotated approximately 360 degrees in 45 degree increments around the horizontal line. Although the ideal value of the total magnetic force value is constant, as shown in Table 1, the total magnetic force fluctuation before correction △Ht ' was 16.58 mG, but as shown in Table 2, the total magnetic force variation ΔHt after correction is 0.18 mG, which is approximately 100 times more accurate.
【0012】0012
【発明の効果】本発明は上述のように、複雑で高精度な
設備を必要とせずまた組み立てられた3軸磁力計の調整
をすることなしに、地磁気の中で既知の角度で回転させ
て得られる任意の5姿勢に於ける3軸磁力計の各検出軸
の出力電圧を測定するのみで極めて簡単で精度の良い直
交軸磁界成分値を得ることができ、また、3軸磁力計の
動揺に対しても全磁力値の変動は微小に抑制できる効果
を奏する。[Effects of the Invention] As described above, the present invention allows rotation at a known angle in the earth's magnetism without requiring complicated and highly accurate equipment or adjusting the assembled three-axis magnetometer. By simply measuring the output voltage of each detection axis of the 3-axis magnetometer in any of the 5 orientations obtained, it is possible to obtain extremely simple and accurate orthogonal axis magnetic field component values. This has the effect of suppressing fluctuations in the total magnetic force value to a very small level.
【図1】3軸磁力計の検出軸を表わす図である。FIG. 1 is a diagram showing detection axes of a three-axis magnetometer.
【図2】測定に用いる道具の説明図である。FIG. 2 is an explanatory diagram of tools used for measurement.
【図3】空間固定座標系の説明図である。FIG. 3 is an explanatory diagram of a spatially fixed coordinate system.
【図4】従来の方法により各軸磁界成分値及び全磁力値
を検出するブロック図である。FIG. 4 is a block diagram for detecting each axis magnetic field component value and total magnetic force value using a conventional method.
【図5】本発明を用い各軸磁界成分値及び全磁力値を検
出するブロック図である。FIG. 5 is a block diagram for detecting each axis magnetic field component value and total magnetic force value using the present invention.
1 3軸磁力計 1a センサー 2 6面体 3 基準台 1 3-axis magnetometer 1a sensor 2 Hexahedron 3 Standard stand
【表1】[Table 1]
【表2】[Table 2]
Claims (1)
センサーを互いにほぼ直交させて、配列して成る3軸磁
力計で、所定位置におけるX、Y、Zの直交座標系の磁
界強さを測定するに際し、先ず各センサーで、所定位置
におけるX、Y、Z3方向の地磁気による出力電圧を測
定し、次にこの3軸磁力計を全体として基準軸のまわり
に予め定めた角度だけ順次5回回転せしめて、その都度
その回転角度変更位置におけるX、Y、Z3方向の出力
電圧を測定し、この測定値をそれぞれ各センサーの検出
軸の感度、オフセット及び直交性についての未知の補正
係数を含む所定の演算式に入力せしめて、これらの演算
式を解いてその補正係数を求め、しかる後、この求めら
れた補正係数を含む演算式に任意位置における測定値を
入力せしめて、その結果を磁界強さとして出力するよう
にしたことを特徴とする3軸磁力計の磁界測定値の補正
方法。Claim 1: A 3-axis magnetometer consisting of three sensors that can measure magnetic field component values in one axis direction and arranged almost orthogonally to each other, which measures the magnetic field in an X, Y, Z orthogonal coordinate system at a predetermined position. To measure the strength, first each sensor measures the output voltage due to the earth's magnetism in the three directions of X, Y, and Z at a predetermined position, and then this 3-axis magnetometer as a whole is rotated at a predetermined angle around the reference axis. Rotate it five times in sequence, measure the output voltage in the X, Y, and Z directions at each rotation angle change position each time, and use these measured values to make unknown corrections for the sensitivity, offset, and orthogonality of each sensor's detection axis. The correction coefficients are obtained by inputting them into predetermined calculation formulas including the coefficients, and then by inputting the measured values at arbitrary positions into the calculation formula including the calculated correction coefficients. A method for correcting a magnetic field measurement value of a three-axis magnetometer, characterized in that the result is output as magnetic field strength.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP4413891A JPH04259872A (en) | 1991-02-15 | 1991-02-15 | How to correct the magnetic field measurements of a 3-axis magnetometer |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP4413891A JPH04259872A (en) | 1991-02-15 | 1991-02-15 | How to correct the magnetic field measurements of a 3-axis magnetometer |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| JPH04259872A true JPH04259872A (en) | 1992-09-16 |
Family
ID=12683275
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP4413891A Pending JPH04259872A (en) | 1991-02-15 | 1991-02-15 | How to correct the magnetic field measurements of a 3-axis magnetometer |
Country Status (1)
| Country | Link |
|---|---|
| JP (1) | JPH04259872A (en) |
Cited By (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| KR100681420B1 (en) * | 2004-12-30 | 2007-02-09 | 이기봉 | Fluxgate Geomagnetic Sensor Driving Circuit |
| US7352177B2 (en) | 2003-11-26 | 2008-04-01 | Samsung Electronics Co., Ltd. | Three-axis fluxgate-type magnetism detecting device and method |
| CN103885020A (en) * | 2014-03-28 | 2014-06-25 | 卢兆兴 | Three-axis magnetometer error correction technology based on self-adaptive genetic algorithm |
| US20150025805A1 (en) * | 2013-07-17 | 2015-01-22 | Baker Hughes Incorporated | Method for Locating Casing Downhole Using Offset XY Magnetometers |
| CN105785477A (en) * | 2016-03-09 | 2016-07-20 | 中国人民解放军国防科学技术大学 | Geomagnetic vector measurement error calibration method with combination of element restriction and summation restriction |
| CN113325353A (en) * | 2021-07-09 | 2021-08-31 | 中国科学院上海微系统与信息技术研究所 | Magnetometer spatial attitude calibration method and system |
-
1991
- 1991-02-15 JP JP4413891A patent/JPH04259872A/en active Pending
Cited By (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US7352177B2 (en) | 2003-11-26 | 2008-04-01 | Samsung Electronics Co., Ltd. | Three-axis fluxgate-type magnetism detecting device and method |
| US7755353B2 (en) | 2003-11-26 | 2010-07-13 | Samsung Electronics Co., Ltd. | Three-axis fluxgate-type magnetism detecting device |
| KR100681420B1 (en) * | 2004-12-30 | 2007-02-09 | 이기봉 | Fluxgate Geomagnetic Sensor Driving Circuit |
| US20150025805A1 (en) * | 2013-07-17 | 2015-01-22 | Baker Hughes Incorporated | Method for Locating Casing Downhole Using Offset XY Magnetometers |
| US9863236B2 (en) * | 2013-07-17 | 2018-01-09 | Baker Hughes, A Ge Company, Llc | Method for locating casing downhole using offset XY magnetometers |
| CN103885020A (en) * | 2014-03-28 | 2014-06-25 | 卢兆兴 | Three-axis magnetometer error correction technology based on self-adaptive genetic algorithm |
| CN103885020B (en) * | 2014-03-28 | 2017-01-25 | 卢兆兴 | Three-axis magnetometer error correction method based on self-adaptive genetic algorithm |
| CN105785477A (en) * | 2016-03-09 | 2016-07-20 | 中国人民解放军国防科学技术大学 | Geomagnetic vector measurement error calibration method with combination of element restriction and summation restriction |
| CN113325353A (en) * | 2021-07-09 | 2021-08-31 | 中国科学院上海微系统与信息技术研究所 | Magnetometer spatial attitude calibration method and system |
| CN113325353B (en) * | 2021-07-09 | 2022-06-21 | 中国科学院上海微系统与信息技术研究所 | Magnetometer spatial attitude calibration method and system |
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