A generic time-frequency analysis-based signal processing and imaging approach for air-coupled ultrasonic testing

被引:9
作者
Han, Bingyang [1 ]
Jiang, Chen [2 ]
Omer, Akam M. [1 ]
Hamad, Kamyar Othman [3 ]
Shao, Tiantian [1 ]
He, Li [1 ]
Ding, Xia [4 ]
Zhang, Hai [5 ]
Fu, Junwei [1 ]
Meng, Jianqiao [1 ]
Duan, Yuxia [1 ]
机构
[1] Cent South Univ, Sch Phys & Elect, 932 South Lushan Rd, Changsha 410083, Hunan, Peoples R China
[2] China Aerosp Sci & Ind Corp Def Technol R&T Ctr, Beijing 100854, Peoples R China
[3] Cent South Univ, Sch Automat, 932 Lushan South Rd, Changsha 410083, Hunan, Peoples R China
[4] TECLAB China Ltd, 136 Wanglong Rd, Changsha 410205, Hunan, Peoples R China
[5] Harbin Inst Technol, Ctr Composite Mat & Struct, Harbin 150001, Peoples R China
基金
中国国家自然科学基金;
关键词
Air -coupled ultrasonic; Time -frequency analysis; Denoise; Imaging; Probability of detection; LAMB WAVE SIGNALS; DAMAGE;
D O I
10.1016/j.ndteint.2024.103101
中图分类号
TB3 [工程材料学];
学科分类号
0805 ; 080502 ;
摘要
The utilization of air-coupled ultrasonic technology is crucial for examining objects that are challenging to establish contact with or cannot endure coupling. Nevertheless, air-coupled ultrasonic is susceptible to various factors such as impedance mismatch, sound wave attenuation, and environmental noise, consequently leading to a diminished signal-to-noise ratio of the received signal. This reduction in signal quality amplifies the complexity of analysis and imaging processes. In this study, a generic air-coupled ultrasonic signal processing and imaging procedure for ultrasonic inspection is proposed, which capitalizes on time-frequency analysis. This methodology attains a heightened level of stability and superior signal-to-noise ratio imaging through a series of procedural steps, encompassing feature extraction, denoising, and the reconstruction of the A-scan signals. The efficacy of the proposed approach is quantitatively assessed in terms of signal-to-noise ratio, probability of detection, robustness, and generality. This innovative method presents a newfangled resolution for automated air-coupled ultrasonic testing.
引用
收藏
页数:15
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