Maximum non-Gaussianity parameters estimation of ultrasonic echoes and its application in ultrasonic non-destructive evaluation

被引:7
|
作者
Liang, Wei [1 ]
Que, Pei-wen [1 ]
机构
[1] Shanghai Jiao Tong Univ, Dept Informat Measurement Technol & Instruments, Shanghai 200240, Peoples R China
关键词
ultrasonic echo; matched filter; K-distribution; non-Gaussianity; parameter estimation;
D O I
10.1088/0957-0233/18/12/009
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The accurate estimation of the ultrasonic echo pattern is essential in ultrasonic non-destructive evaluation. In this paper, a generalized parametric ultrasonic echo mode was presented. It is influenced by a set of parameters: bandwidth, arrival time, center frequency, amplitude and phase. The maximum non-Gaussianity and amplitude (MNA) principle is used to estimate these parameters. Analytically, the MNA algorithm can estimate the echo parameters accurately. Furthermore, an optimal parameter matched filter is designed with the estimated parameters to eliminate the initial phase of the ultrasonic echo. As a result, only the correlated portion remained; then, the time of arrival (TOA) and/or time of flight (TOF) of each echo can be estimated directly from the radio frequency representation of the processed ultrasonic signals. Numerical simulation and experimental results show that the optimal parameter matched filter is effective in noise suppression with improved detection signals and greater position estimation accuracy.
引用
收藏
页码:3743 / 3750
页数:8
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