Contemporary ultrasonic signal processing approaches for nondestructive evaluation of multilayered structures

被引:45
|
作者
Zhang, Guang-Ming [1 ]
Harvey, David M. [1 ]
机构
[1] Liverpool John Moores Univ, Gen Engn Res Inst, Liverpool L3 3AF, Merseyside, England
基金
英国工程与自然科学研究理事会;
关键词
ultrasonic signal processing; ultrasonic NDE; multilayered structures; sparse signal representation; sparse deconvolution; INCREMENTAL LEARNING ALGORITHM; INDEPENDENT COMPONENT ANALYSIS; WAVELET-TRANSFORM; BLIND DECONVOLUTION; MATCHING PURSUITS; COMPOSITE PLATE; FLAW DETECTION; SPARSE; CLASSIFICATION; NDE;
D O I
10.1080/10589759.2011.577428
中图分类号
TB3 [工程材料学];
学科分类号
0805 ; 080502 ;
摘要
Various signal processing techniques have been used for the enhancement of defect detection and defect characterisation. Cross-correlation, filtering, autoregressive analysis, deconvolution, neural network, wavelet transform and sparse signal representations have all been applied in attempts to analyse ultrasonic signals. In ultrasonic nondestructive evaluation (NDE) applications, a large number of materials have multilayered structures. NDE of multilayered structures leads to some specific problems, such as penetration, echo overlap, high attenuation and low signal-to-noise ratio. The signals recorded from a multilayered structure are a class of very special signals comprised of limited echoes. Such signals can be assumed to have a sparse representation in a proper signal dictionary. Recently, a number of digital signal processing techniques have been developed by exploiting the sparse constraint. This paper presents a review of research to date, showing the up-to-date developments of signal processing techniques made in ultrasonic NDE. A few typical ultrasonic signal processing techniques used for NDE of multilayered structures are elaborated. The practical applications and limitations of different signal processing methods in ultrasonic NDE of multilayered structures are analysed.
引用
收藏
页码:1 / 27
页数:27
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