SPOMA超声成像:同步平面波遗传算法优化和快速延迟乘和多采集

IF 4.5 2区 材料科学 Q1 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Ndt & E International Pub Date : 2025-04-01 Epub Date: 2024-12-20 DOI:10.1016/j.ndteint.2024.103308
Victor H.R. Machado , Matheus A. Burda , Tatiana de A. Prado , Glauber Brante , Thiago A.R. Passarin , Giovanni A. Guarneri , Joaquim M. Maia , Gustavo P. Pires , Daniel R. Pipa
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引用次数: 0

摘要

超声成像在工业和无损检测应用中是诊断和监测的重要工具。减少信号采集时间通常是可取的,例如,降低检查活动的成本,例如在长输油管道中。然而,即使是快速成像算法,如相干平面波复合(CPWC),也需要相当数量的数据,这通常会延长检查时间。本文提出了一种同时发射不同角度平面波的检测方案,以进一步缩短采集时间。在发射组中使用编码激励,在接收组中使用滤波组,信号可以被分离出来进行后续处理,就好像它们是在不同的时刻发射的一样。为了设计信号形状和匹配的滤波器,我们开发了一个程序,使用遗传算法最小化自相关和互相关的副瓣。该方案采用同步平面波、遗传算法优化和快速延迟乘和多采集(SPOMA)方法。结果表明,本文提出的遗传算法在同时超声场的旁瓣最小化方面优于文献中的其他方法。由于超声系统的硬件限制,发射的信号不能随心所欲地产生,限制了旁瓣最小化,导致重建图像中出现伪影。为了解决这些伪影,采用了cpwc延迟样本、空间apodization和快速延迟乘和技术的组合,在图像质量和采集时间之间取得了折衷,同时保持了较低的后处理计算成本。实验结果表明,与传统的非同时平面波成像相比,SPOMA方案在较少的采集时间内获得了更好的图像质量。
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Ultrasound imaging using SPOMA: Simultaneous Plane-waves with genetic algorithm Optimization and fast delay-multiply-and-sum Multiple Acquisitions
Ultrasound imaging in industrial and NDT applications is an important tool for diagnosis and monitoring. Reducing signal acquisition time is often desirable to, e.g., lower the costs of inspection campaigns, such as in long oil pipelines. Nevertheless, even fast imaging algorithms such as Coherence Plane-Wave Compounding (CPWC) require a fair amount of data, which typically lengthens inspection times. In this paper, we propose an inspection scheme in which plane-waves with different angles are emitted simultaneously in order to further reduce the acquisition time. Using coded excitation in the emission and filter banks in the reception, the signals can be separated for subsequent processing as if they were emitted at different instants. To design both signal shapes and matched filters, we developed a procedure that minimizes the sidelobes of the auto- and cross-correlation using a genetic algorithm. The proposed scheme is denoted by Simultaneous Plane-waves with genetic algorithm Optimization and fast delay-multiply-and-sum Multiple Acquisitions (SPOMA). Results show that the proposed genetic algorithm outperforms other methods from the literature in terms of sidelobe minimization in the simultaneous ultrasound field. Due to hardware limitations in the ultrasound system, the emitted signals could not be generated as arbitrarily as desired, constraining the sidelobe minimization and resulting in artifacts in the reconstructed image. To address these artifacts, a combination of CPWC-delayed samples, spatial apodization, and fast delay-multiply-and-sum techniques was employed, yielding a trade-off between image quality and acquisition time, while keeping the computational cost of post-processing low. Experimental results show that the proposed SPOMA scheme achieves better image quality using less acquisition time when compared to conventional non-simultaneous plane-wave imaging.
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来源期刊
Ndt & E International
Ndt & E International 工程技术-材料科学:表征与测试
CiteScore
7.20
自引率
9.50%
发文量
121
审稿时长
55 days
期刊介绍: NDT&E international publishes peer-reviewed results of original research and development in all categories of the fields of nondestructive testing and evaluation including ultrasonics, electromagnetics, radiography, optical and thermal methods. In addition to traditional NDE topics, the emerging technology area of inspection of civil structures and materials is also emphasized. The journal publishes original papers on research and development of new inspection techniques and methods, as well as on novel and innovative applications of established methods. Papers on NDE sensors and their applications both for inspection and process control, as well as papers describing novel NDE systems for structural health monitoring and their performance in industrial settings are also considered. Other regular features include international news, new equipment and a calendar of forthcoming worldwide meetings. This journal is listed in Current Contents.
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