Ceemdan和小波阈值去噪在光纤光栅周界安全中的应用

Bingqiu Zhang, Weibin Xu, Jun Yang, Ruifeng Xing, Shunjie Han, Hong Jiang
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引用次数: 1

摘要

为了提高分布式光纤周界安防系统中噪声的可观测性,提出了一种基于CEEMDAN和小波变换的去噪算法。利用CEMMDAN对噪声信号进行分解,将噪声信号与入侵信号进行分解。利用小波变换对高斯噪声分量进行去噪和去除。最后,结合CEEMDAN和小波去噪去除噪声,得到符合后续解调步骤的去噪信号。实验表明,该算法能有效去除光纤周界安防系统中的高斯噪声,有效降低光纤周界安防系统中的干扰噪声和固有电子噪声。
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Application of Ceemdan and Wavelet Threshold Denoising in Perimeter Security of Fiber Grating
To improve the observability of noise in distributed optical fiber perimeter security system, a denoising algorithm based on CEEMDAN and wavelet transform is proposed. The CEMMDAN is used to decompose the noise signal, and the noise signal and the intrusion signal are decomposed. The wavelet transform is used to denoise and remove the Gaussian noise component. Finally, the CEEMDAN and wavelet denoising are combined to remove the noise, and the denoising signal in line with the subsequent steps of demodulation is obtained. Experiments show that the proposed algorithm can effectively remove Gaussian noise and effectively reduce the interference noise and inherent electronic noise in the optical fiber perimeter security system.
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