自适应小波阈值在磁记忆信号降噪处理中的应用

Journal of Systems Engineering and Electronics ›› 2012, Vol. 34 ›› Issue (8): 1555-1559.

自适应小波阈值在磁记忆信号降噪处理中的应用

王长龙, 朱红运, 徐超, 于卫刚

军械工程学院电气工程系, 河北石家庄 050003

出版日期:2012-08-27 发布日期:2010-01-03

Application of adaptive wavelet threshold de-nosing in metal magnetic memory signal processing

WANG Chang-long, ZHU Hong-yun, XU Chao, YU Wei-gang

Department of Electrical Engineering, Ordnance Engineering College, Shijiazhuang 050003, China

Online:2012-08-27 Published:2010-01-03

摘要/Abstract

摘要：

用金属磁记忆方法检测时信号常常被各种噪声污染，为了降低噪声的干扰，对传统阈值方法的局限性进行了分析，并在改进阈值函数的基础上提出了一种自适应小波阈值降噪方法。通过仿真实验对该方法的性能进行了验证，然后将其应用于磁记忆信号的降噪处理中，结果表明算法较好地剔除了信号中的噪声，提高了重建信号的噪声抑制率，降低了信号的失真率，是一种可行的磁记忆信号降噪方法。

Abstract:

The metal magnetic memory (MMM) signal is commonly corrupted by various noises. In order to reduce the interference caused by noises, an adaptive wavelet threshold de-noising method is proposed based on the improved threshold function after thoroughly analyzing the limitation of traditional threshold methods. The performance of the proposed approach is verified by simulation. And then the proposed approach is applied to MMM signal de-noising. The results indicate that the noise suppression ratio is improved while the signal distortion ratio is reduced, and the proposed approach is a feasible de-noising algorithm for MMM signals.

王长龙, 朱红运, 徐超, 于卫刚. 自适应小波阈值在磁记忆信号降噪处理中的应用[J]. Journal of Systems Engineering and Electronics, 2012, 34(8): 1555-1559.

WANG Chang-long, ZHU Hong-yun, XU Chao, YU Wei-gang. Application of adaptive wavelet threshold de-nosing in metal magnetic memory signal processing[J]. Journal of Systems Engineering and Electronics, 2012, 34(8): 1555-1559.