Semiconductor Optoelectronics, Volume. 42, Issue 6, 784(2021)
MEMS Gyro Temperature Compensation Based on PSO Optimization RBF Neural Network Algorithm
[1] [1] Kai T, Tang L H, Jin W, et al. Investigation of multimodal electret-based MEMS energy harvester with impact-induced nonlinearity[J]. J. of Microelectromechanical Systems, 2018, 27(2): 276-288.
[2] [2] Shen Q, Li H, Hao Y C, et al. Bias contribution modeling for a symmetrical micromachined Coriolis vibratory gyroscope[J]. IEEE Sensors J., 2016, 16(3): 723-733.
[3] [3] Cao H L, Li H S, Kou Z W, et al. Optimization and experimentation of dual-mass MEMS vibration gyroscope quadrature error correction methods[J]. Sensors, 2016, 16(1): 71-91.
[4] [4] Niu X J, Li Y, Zhang H P, et al. Fast thermal calibration of low-grade inertial sensors and inertial measurement units[J]. Sensors, 2013, 13(9): 12192-12217.
[5] [5] Zhu R, Zhang Y H, Bao Q L. A novel intelligent strategy for improving measurement precision of FOG[J]. IEEE Trans. on Instrumentation & Measurement, 2000, 49(6): 1183-1188.
[6] [6] Fan C L, Jin Z H, Tian W F, et al. Temperature drift modelling of fibre optic gyroscopes based on a grey radial basis function neural network[J]. Measurement Science and Technology, 2004, 15(1): 119-126.
[7] [7] Li J L, Jiao F, Fang J C, et al. Temperature error modeling of RLG based on neural network optimized by PSO and regularization[J]. IEEE Sensor J., 2014, 14(3): 912-919.
[9] [9] Yang P X, Qin Y Y, You J C. Temperature compensation for RLG based on neural network[J]. Proc. of SPIE, 2010, 7544(8): 1796-1799.
[10] [10] Cheng J H, Qi B, Chen D D, et al. Modification of an RBF ANN-based temperature compensation model of interferometric fiber optical gyroscopes[J]. Sensors, 2015, 15(5): 11189-11207.
Get Citation
Copy Citation Text
LIU Yu, ZHANG Xiaoguang, QIN Xiaojuan, LU Yongle, YANG Yinchuan, DI Ke, LI Renpu. MEMS Gyro Temperature Compensation Based on PSO Optimization RBF Neural Network Algorithm[J]. Semiconductor Optoelectronics, 2021, 42(6): 784
Category:
Received: Jan. 16, 2021
Accepted: --
Published Online: Feb. 14, 2022
The Author Email: