降噪
小波
高斯噪声
噪音(视频)
小波变换
小波包分解
计算机科学
噪声测量
信号(编程语言)
人工智能
计算机视觉
模式识别(心理学)
图像(数学)
程序设计语言
作者
Bing Zhang,Weibin Xu,Jun Yang,Ruifeng Xing,Shunjie Han,Hong Jiang
标识
DOI:10.1109/rcae56054.2022.9995911
摘要
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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