Dynamic self-calibration of time grating sensors based on self-adaptive Kalman filter algorithm
Ziran Chen · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2013
As regarding the errors caused by mechanical installation and signal processing, a novel self-adaptive kalman filter algorithm is proposed. According to kalman filter recursion formula, the current value can be estimated with the last estimated value and the current measured value. Therefore, the kalman filter algorithm does not need recorder the past series of the estimated value and the current measured value, the calculated load is not too heavy to implement. The respond speed and the quality of time grating can be improved significantly. Experiment results prove the valid of the proposed method.