DocumentCode :
1792182
Title :
Attitude determination method and experimental research based on MEMS IMU and magnetoresistive sensor
Author :
Lei Wang ; Jiulong Xu ; Yongping Hao ; Hui Li
Author_Institution :
Res. Center of Weaponry Sci. & Technol., Shenyang Ligong Univ., Shenyang, China
fYear :
2014
fDate :
3-6 Aug. 2014
Firstpage :
1440
Lastpage :
1445
Abstract :
To evaluate and improve the performance of Micro-Electro-Mechanical Systems(MEMS) sensors and magnetoresistive sensor, an effective calibration method is implemented to evaluate the significant error sources such as bias, scale factor, and misalignment. These errors are estimated in virtue of static tests, rate tests. Furthermore, an intelligent attitude determination method of pointing a spinning spacecraft using only magnetic devices is proposed. The pitch angle of spinning spacecraft is estimated by artificial neural network on line. Real data test is performed to validate and evaluate the proposed approach. The experimental results show that this method is effective in calibrating the MEMS IMU and magnetoresistive sensor. The proposed intelligent attitude determination method by magnetometer data only can provide the high dynamic accuracy of less than 1.5 degree.
Keywords :
attitude measurement; calibration; magnetic sensors; magnetometers; magnetoresistive devices; measurement errors; microsensors; neural nets; MEMS IMU; artificial neural network; attitude determination method; bias error; calibration method; inertial measurement unit; magnetometer data; magnetoresistive sensor; microelectromechanical systems; misalignment error; scale factor error; spinning spacecraft; Artificial neural networks; Calibration; Magnetic anisotropy; Magnetic field measurement; Magnetometers; Micromechanical devices; Position measurement; Attitude determination; Calibration; Experimental Research; Intelligent method; MEMS IMU; Magnetoresistive sensor;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mechatronics and Automation (ICMA), 2014 IEEE International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4799-3978-7
Type :
conf
DOI :
10.1109/ICMA.2014.6885911
Filename :
6885911
Link To Document :
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