Fluxgate sensor for calibrating azimuth at slope and calibration method thereof
First Claim
1. A fluxgate sensor comprising:
- a two-axis fluxgate having an X-axis fluxgate and a Y-axis fluxgate in substantially perpendicular relation with the X-axis fluxgate, the two-axis fluxgate outputting voltage values of the X-axis and Y-axis fluxgates corresponding to a terrestrial magnetism;
a memory storing therein a neural network weight matrix which corresponds to the X-axis and Y-axis fluxgate voltage values, respectively; and
a control unit calibrating the X-axis and Y-axis fluxgate voltage values based on the neural network weight matrix stored in the memory, and computing an azimuth angle by using the calibrated voltage values.
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Abstract
A two-axis fluxgate sensor has a driving pulse generating circuit which generates pulse signal and outputs as a driving signal, and X-axis and Y-axis fluxgates which are in proportional relation with each other. The two-axis fluxgate sensor generates voltage values of X-axis and Y-axis fluxgates corresponding to the magnetism which is generated from the driving signal, and a memory stores therein a neural network weight matrix. When the voltage values of the X-axis and Y-axis fluxgates are measured, a control unit compensates for the voltage values by using the neural network weight matrix which is stored in the memory, and computes an azimuth angle by using the compensated voltage values. An accurate azimuth angle can be obtained even at slopes.
10 Citations
10 Claims
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1. A fluxgate sensor comprising:
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a two-axis fluxgate having an X-axis fluxgate and a Y-axis fluxgate in substantially perpendicular relation with the X-axis fluxgate, the two-axis fluxgate outputting voltage values of the X-axis and Y-axis fluxgates corresponding to a terrestrial magnetism;
a memory storing therein a neural network weight matrix which corresponds to the X-axis and Y-axis fluxgate voltage values, respectively; and
a control unit calibrating the X-axis and Y-axis fluxgate voltage values based on the neural network weight matrix stored in the memory, and computing an azimuth angle by using the calibrated voltage values. - View Dependent Claims (2, 3, 4)
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5. An azimuth angle measuring method of a fluxgate sensor which comprises an X-axis fluxgate and a Y-axis fluxgate, and a memory, the azimuth angle measuring method comprising:
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(a) measuring voltage values of the X-axis and the Y-axis fluxgates corresponding to changes of pitch, roll and yaw angles of the fluxgate sensor, normalizing the measured X-axis and Y-axis fluxgate voltage values and accordingly making a predetermined data sheet;
(b) making a neural network weight matrix by training a neural network based on the predetermined data sheet;
(c) storing the neural network weight matrix in the memory; and
(d) measuring the normalized voltage values of current x-axis and Y-axis fluxgates of the fluxgate sensor, and computing an azimuth angle by using the neural network weight matrix. - View Dependent Claims (6, 7, 8, 9, 10)
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Specification