An Improved Denoising Method for Optical Fiber Signal
Wang Guoyou, Weijin Xu, Zhipeng Wang, Han Shunjie, Hong Jiang, Lu Tianqi · Journal of Physics Conference Series · 2021
Abstract In the large-capacity FBG sensor network demodulation system, the process of collecting the light source is often accompanied by noise interference. Signal denoising is an important factor that affects the accurate demodulation of the FBG sensor system. Aiming at the problem of constant deviation of soft and hard threshold functions in denoising of traditional wavelet threshold algorithm and the shortcomings of modal aliasing easily in empirical mode decomposition, a modified semi-soft threshold-VMD denoising algorithm is proposed. The simulation results show that the function in this paper is better than the traditional threshold function in continuity and signal reduction degree, and has achieved good results.