TY - JOUR
T1 - A Complementary Filter-Based All-Parameters Estimation for Triaxis Gyroscopes and Optical Angular Encoders with Intrinsic Eccentricity
AU - Zhao, Xuxing
AU - Feng, Renjian
AU - Wu, Yinfeng
AU - Yu, Ning
AU - Meng, Xiaofeng
N1 - Publisher Copyright:
© 2001-2012 IEEE.
PY - 2021/2/15
Y1 - 2021/2/15
N2 - Outfield tests for inertial sensors have drawn growing attention in recent years since it will provide more practical application conditions. The traditional field tests carried out with simple ancillary equipment cannot maintain high accuracy testing results. In this paper, we implemented the outfield tests on an outfield testing platform with a high-accuracy turntable. However, the platform's movement and deformation in mechanical structure will induce an unknown intrinsic eccentricity to the optical angular encoders (OAE) in the turntable, which will have a negative impact on the testing accuracy. To estimate the unknown eccentricity, the limitation brought by the outfield condition is the difficulty in acquiring and applying the additional standard sensors. Therefore, we propose an all-parameters estimation method is to identify the eccentricity with a triaxis gyroscope under tests synchronously based on a designed complementary filter with the Gauss-Newton. This method will reduce the dependence of additional references. Then, several rules are discussed to design rotation schemes. Finally, both simulations and experiments are performed to evaluate the proposed method. Experiments result show that the method can improve the accuracy of the optical angular encoder and gyroscopes.
AB - Outfield tests for inertial sensors have drawn growing attention in recent years since it will provide more practical application conditions. The traditional field tests carried out with simple ancillary equipment cannot maintain high accuracy testing results. In this paper, we implemented the outfield tests on an outfield testing platform with a high-accuracy turntable. However, the platform's movement and deformation in mechanical structure will induce an unknown intrinsic eccentricity to the optical angular encoders (OAE) in the turntable, which will have a negative impact on the testing accuracy. To estimate the unknown eccentricity, the limitation brought by the outfield condition is the difficulty in acquiring and applying the additional standard sensors. Therefore, we propose an all-parameters estimation method is to identify the eccentricity with a triaxis gyroscope under tests synchronously based on a designed complementary filter with the Gauss-Newton. This method will reduce the dependence of additional references. Then, several rules are discussed to design rotation schemes. Finally, both simulations and experiments are performed to evaluate the proposed method. Experiments result show that the method can improve the accuracy of the optical angular encoder and gyroscopes.
KW - Complementary filter
KW - eccentricity
KW - gyroscope
KW - observability analysis
KW - optical angular encoder
KW - outfield testing
UR - https://www.scopus.com/pages/publications/85100106163
U2 - 10.1109/JSEN.2020.3034325
DO - 10.1109/JSEN.2020.3034325
M3 - 文章
AN - SCOPUS:85100106163
SN - 1530-437X
VL - 21
SP - 5060
EP - 5069
JO - IEEE Sensors Journal
JF - IEEE Sensors Journal
IS - 4
M1 - 9241743
ER -