| 卢超,张维,邬冠华,于润桥.小波变换软阈值去噪在粗晶材料超声检测中的应用[J].,2003,22(3):1-6 |
| 小波变换软阈值去噪在粗晶材料超声检测中的应用 |
| De-noising in ultrasonic detection of coarse-grained materials by wavelet transform soft-thresholding |
| |
| 中文摘要: |
| 本文研究多尺度小波分析方法在粗晶材料超声检测信号增强中的应用。在分析结构噪声,电噪声和缺陷信号的小波变换特性的基础上,提出一种用一个尺度间变化的门限阈值来抑制噪声的小波变换系数,并以各尺度缺陷信号的能量关系形成权值,加权重构信号来提高信噪比。实验结果表明,该方法具有很好的去噪效果,增强了粗晶材料缺陷的检出率。 |
| 英文摘要: |
| To suppress the adverse effects of the structure noise and the electrical noise, the application of multiscale wavelet transform to ultrasonic detection of coarse-grained materials is discussed. According to the characteristics of the wavelet transform on the different scale of the structure noise, the electrical noise and the defect signal, we present an algorithm such that wavelet transform coefficients of noise are filtered by a changing threshold on the different scale and the detection signal is reconstructed with appropriate weight in order to enhance the signal-to-noise ratio. Experimental results show that this new method is effective, and the defect is detected easily. |
| DOI：10.11684/j.issn.1000-310X.2003.03.001 |
| 中文关键词: 粗晶材料 超声检测 小波变换 变化的门限阈值 信噪比 |
| 英文关键词: Coarse-grained material Ultrasonic detection Wavelet transform Thresh- old Signal-to-noise ratio |
| 基金项目:江西省测试技术与控制工程中心基金 |
|
| 摘要点击次数: 2628 |
| 全文下载次数: 931 |
|
查看全文
查看/发表评论 下载PDF阅读器 |
| 关闭 |
|
|
|
