Title :
A fusion attitude determination method based on quaternion for MEMS gyro/accelerometer/magnetometer
Author :
Zhou Yongjie ; Zhang Haiyun ; Zhang Tao ; Wang Leigang ; Ren Wei ; Luan Mengkai ; Liu Huifeng ; Shi Jingwei
Author_Institution :
Tsinghua Space Center, Tsinghua Univ., Beijing, China
Abstract :
With the development of new technologies and market demand changing, MEMS gyroscope has been widely used. But low accuracy, large drift and other defects limit its application in some areas. This paper presents an attitude fusion algorithm based on the MEMS gyroscope, MEMS accelerometer and MEMS magnetometer. Firstly, the error model of the MEMS gyroscope was established, and rotation vector method to determine the gyro attitude was introduced. Then the state equation and observation equation of the designed Kalman filter was derived. Finally, experimental results illustrated the effectiveness of the fusion algorithm. That is, with the proposed fusion attitude determination algorithm, it is able to compensate gyro drift and provide a reliable and stable attitude for a long time.
Keywords :
Kalman filters; accelerometers; attitude measurement; gyroscopes; magnetometers; micromechanical devices; Kalman filter design; MEMS accelerometer; MEMS gyroscope error model; MEMS magnetometer; attitude fusion algorithm; fusion attitude determination method; gyro attitude determination; gyro drift compensation; quaternion; rotation vector method; state equation; state observation equation; Accelerometers; Magnetometers; Mathematical model; Micromechanical devices; Position measurement; Quaternions; Vectors; Kalman filter; MEMS; fusion attitude determination; gyro drift; rotation vector method;
Conference_Titel :
Control and Decision Conference (CCDC), 2013 25th Chinese
Conference_Location :
Guiyang
Print_ISBN :
978-1-4673-5533-9
DOI :
10.1109/CCDC.2013.6561503