DocumentCode :
620037
Title :
Error compensation of magnetic measurement system based on GMR sensor
Author :
Xueli Zheng ; Jingqi Fu ; Yan Wu ; Weihua Bao
Author_Institution :
Sch. of Mech. & Electr. Eng. & Autom., Shanghai Univ., Shanghai, China
fYear :
2013
fDate :
25-27 May 2013
Firstpage :
2018
Lastpage :
2022
Abstract :
This paper build a triaxial geomagnetic measurement system based on GMR sensors, then discussed non-orthogonal and zero drift error compensation of the three axis GMR sensor. Combine with the multi-coordinate system data fusion algorithms and inversion algorithms, we established a non-orthogonal error compensation model, then we calculated the compensation parameters by BP neural network algorithm. The compensation model achieved a good compensation effect, the non-orthogonal and zero drift error of the three-axis GMR sensor reduced to 0.8% from 7.86%.
Keywords :
backpropagation; error compensation; giant magnetoresistance; magnetic sensors; magnetic variables measurement; neural nets; BP neural network algorithm; inversion algorithms; multicoordinate system data fusion algorithm; nonorthogonal error compensation model; three-axis GMR sensor; triaxial geomagnetic measurement system; zero drift error compensation; Equations; Error compensation; Magnetic field measurement; Magnetic fields; Mathematical model; Measurement uncertainty; Temperature measurement; GMR Sensor; Magnetic Measurement; Three-axis Non-orthogonal Compensation; Zero drift Compensation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control and Decision Conference (CCDC), 2013 25th Chinese
Conference_Location :
Guiyang
Print_ISBN :
978-1-4673-5533-9
Type :
conf
DOI :
10.1109/CCDC.2013.6561266
Filename :
6561266
Link To Document :
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