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Comparison of Triangulation and CNN-Based Acoustic Source Localization on Carbon Fibre Reinforced Composites Considering the Signal-to-Noise Ratio 考虑信噪比的碳纤维增强复合材料声源三角定位与cnn定位比较
IF 2.9 Pub Date : 2026-01-12 DOI: 10.1109/OJUFFC.2026.3652600
Felix CORDES;Julia Scholtyssek;Karl-Ludwig Krieger
Carbon fibre reinforced composites are being used in more and more areas of application, for example in hydrogen storage tanks. In addition to structural-mechanical advantages, these materials also have disadvantages, such as susceptibility to mechanical damage. This makes structural monitoring advisable in safety-critical applications. In addition to the detection of damage, the localization of the source of the acoustic signal, respectively the damage, is a central component. Signal localization on fibre composites is a major challenge, due to the high direction dependency of the speed of acoustic signals. Measurement inaccuracies and low signal strengths, especially in noisy environments, lead to high localization errors when locating the source based on the difference in signal arrival times in a sensor network. When using triangulation-based methods, it is even possible that several plausible signal sources are identified. This article therefore analyses the extent to which localization accuracy is affected by a reduction in the signal-to-noise ratio. Two different localization methods are used for the investigations and their accuracy is evaluated when the signal-to-noise ratio is reduced. These are, on the one hand, classic triangulation, adapted to an anisotropic material. On the other hand, localization via a convolutional neural network is investigated. For the investigations, acoustic signals with different signal-to-noise ratios are applied to a carbon fibre prepreg plate in three series of measurements and localized using a sensor grid. In addition to the effect of the signal-to-noise ratio, the effect of the source position relative to the sensor grid is investigated.
碳纤维增强复合材料在越来越多的应用领域得到了应用,例如储氢罐。除了结构力学上的优势,这些材料也有缺点,比如容易受到机械损伤。这使得结构监测在安全关键应用中是可取的。除了损伤的检测外,声信号源的定位,分别对损伤进行定位,是一个核心组成部分。由于声信号的速度高度依赖于方向,因此纤维复合材料上的信号定位是一个重大挑战。测量不准确和低信号强度,特别是在噪声环境中,导致基于传感器网络中信号到达时间的差异定位源时产生很高的定位误差。当使用基于三角测量的方法时,甚至有可能识别出几个可信的信号源。因此,本文分析了定位精度受信噪比降低的影响程度。采用两种不同的定位方法进行了研究,并在降低信噪比的情况下对其定位精度进行了评价。一方面,这些是经典的三角测量,适用于各向异性材料。另一方面,研究了基于卷积神经网络的定位。在研究中,不同信噪比的声信号被应用到碳纤维预浸板上,进行了三个系列的测量,并使用传感器网格进行了定位。除了信噪比的影响外,还研究了源相对于传感器网格的位置的影响。
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引用次数: 0
Impact of Training Data Composition on Deep Learning-Based Cardiac Motion Estimation 训练数据组成对基于深度学习的心脏运动估计的影响
IF 2.9 Pub Date : 2025-12-05 DOI: 10.1109/OJUFFC.2025.3641005
Andrea Pulido;Nitin Burman;Sandro Queirós;Jan D’Hooge
Cardiac ultrasound deformation imaging is a non-invasive and widely used modality for assessing left ventricular function. However, due to the variable image quality observed in clinical routine, deformation estimation remains challenging. Recently, deep learning (DL) approaches have been proposed to estimate motion from ultrasound images. In this study, we investigated whether combining in vivo data with a synthetic dataset during training improves motion estimation accuracy while also benchmarking the DL-based estimates against a state-of-the-art traditional optical flow method. Results demonstrate that the deep learning-based method excels in tracking the dense motion fields on a frame-by-frame basis. However, when performing contour tracking, it results in lower end-systolic peak strain values compared to the traditional optical flow method.
心脏超声变形成像是一种无创且广泛应用的左心室功能评估方法。然而,由于临床常规观察到的图像质量不稳定,变形估计仍然具有挑战性。最近,深度学习(DL)方法被提出用于从超声图像中估计运动。在这项研究中,我们研究了在训练期间将体内数据与合成数据集结合是否可以提高运动估计的准确性,同时也将基于dl的估计与最先进的传统光流方法进行了比较。结果表明,基于深度学习的方法在逐帧跟踪密集运动场方面表现优异。然而,在进行轮廓跟踪时,与传统的光流法相比,收缩末峰值应变值较低。
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引用次数: 0
The Added Value of Cascaded Plane Wave Imaging for Autocorrelation- and Cross-Correlation-Based Velocity Vector Imaging 级联平面波成像在基于自相关和相互相关的速度矢量成像中的附加价值
IF 2.9 Pub Date : 2025-12-02 DOI: 10.1109/OJUFFC.2025.3639374
Joosje M. K. De Bakker;Ingvild K. Ekroll;Anne E. C. M. Saris;Jørgen Avdal
Velocity vector imaging (VVI) can suffer from poor signal-to-noise (SNR) conditions, eventually restricting the estimation of velocities at low SNRs. Cascaded dual-polarity wave (CDW) imaging has been shown to enhance blood-SNR, thereby improving cross-correlation-based VVI. However, the CDW decoding process is sensitive to motion, where imperfect summation and cancellation of pulses can lead to reduced amplitude gain and ghost pulses outside the main pulse. Multi/dual-angle transmits, combined with either autocorrelation- or cross-correlation-based axial velocity estimation, are commonly used for VVI. Both techniques have intrinsic limitations, such as speckle decorrelation and aliasing, and strengths, where autocorrelation is known to be more resistant to noise and cross-correlation results in more accurate estimates in high SNR conditions. This study evaluates the benefits of CDW imaging for both autocorrelation- and cross-correlation-based VVI using the FLUST simulation toolbox and experiments, including parabolic and rotational flow scenarios. The results indicate that autocorrelation performs consistently across the entire SNR range, while cross-correlation is more accurate and precise in high SNR conditions. CDW improves estimation performance in low SNR conditions, particularly for estimation of low velocities, with a more substantial performance boost for cross-correlation compared to autocorrelation. In general, CDW imaging shows to be beneficial for VVI, independent of the used velocity estimator.
速度矢量成像(VVI)可能会受到较低信噪比(SNR)条件的影响,最终限制了低信噪比下的速度估计。级联双极性波(CDW)成像已被证明可以增强血液信噪比,从而改善基于互相关的VVI。然而,CDW解码过程对运动很敏感,其中脉冲的不完美叠加和抵消会导致幅度增益降低和主脉冲外的鬼脉冲。多/双角度传输,结合基于自相关或相互相关的轴向速度估计,通常用于VVI。这两种技术都有固有的局限性,例如散斑去相关和混叠,以及优点,其中自相关被认为更能抵抗噪声,而相互关联在高信噪比条件下可以更准确地估计。本研究使用FLUST模拟工具箱和实验,包括抛物线和旋转流场景,评估了CDW成像对基于自相关和相互相关的VVI的好处。结果表明,自相关在整个信噪比范围内表现一致,而互相关在高信噪比条件下更为准确和精确。CDW提高了低信噪比条件下的估计性能,特别是对低速的估计,与自相关相比,交叉相关的性能提升更大。一般来说,CDW成像对VVI是有益的,与使用的速度估计器无关。
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引用次数: 0
Simultaneous Estimation of Blood Pressure and Volume Flow Using Deep Learning- Enhanced Ultrafast Ultrasound 使用深度学习增强的超快超声同时估计血压和体积流量
IF 2.9 Pub Date : 2025-12-01 DOI: 10.1109/OJUFFC.2025.3639212
Ching-Yao Lu;Shao-Kai Lu;Hsiang-Chung Cheng;Yun-Chieh Chou;Jiun-Jr Wang;Shao-Yuan Chuang;Yin-Chi Wu;Chen-Hua Lin;Chi-Jung Huang;Bao-Yu Hsieh;Hao-Min Cheng;Geng-Shi Jeng
The simultaneous measurement of blood pressure (P) and volume flow rate (Q) is essential for a comprehensive hemodynamic assessment, yet it remains a significant technical challenge. This work presents a novel ultrasound-based system that enables the simultaneous estimation of high-resolution P and Q waveforms at the same vascular location using a single transducer. We propose a system that leverages ultrafast multi-angle plane wave imaging to acquire high-frame-rate B-mode image sequences. A machine learning optical flow model called RAFT was adapted and fine-tuned for ultrasound to perform robust vector flow imaging for Q quantification. Concurrently, an efficient 2-D speckle tracking algorithm tracks vessel wall motion to derive the diameter waveform, from which P is estimated using a calibrated exponential model. The method was evaluated in flow phantom experiments and in vivo on the carotid arteries of healthy subjects. In phantom studies, the proposed method demonstrated high accuracy, with pressure estimates achieving a root-mean-square error of 1.76 mmHg against reference sensors. Crucially, Q estimates showed improved accuracy compared to conventional color Doppler and existing vector flow imaging methods such as blood speckle tracking and multi-angle vector Doppler. In vivo results confirmed that the proposed method provides high-resolution P and Q waveforms, enabling the reliable calculation of hemodynamic energy parameters sensitive to vascular aging. This work introduces a fully ML-driven ultrasound velocimetry method integrated with blood pressure estimation from vessel wall motion, potentially enhancing the diagnosis of cardiovascular and cerebrovascular diseases.
同时测量血压(P)和体积流速(Q)对于全面的血流动力学评估是必不可少的,但它仍然是一个重大的技术挑战。这项工作提出了一种新的基于超声的系统,可以使用单个换能器在同一血管位置同时估计高分辨率P和Q波形。我们提出了一种利用超高速多角度平面波成像来获取高帧率b模式图像序列的系统。采用了一种名为RAFT的机器学习光流模型,并对其进行了微调,用于超声执行稳健的矢量流成像,以进行Q量化。同时,一种高效的二维散斑跟踪算法跟踪血管壁运动,得出直径波形,并使用校准的指数模型估计P。并在健康受试者颈动脉流动模拟实验和活体实验中对该方法进行了评价。在模拟研究中,所提出的方法显示出很高的准确性,与参考传感器相比,压力估计的均方根误差为1.76 mmHg。至关重要的是,与传统的彩色多普勒和现有的矢量流成像方法(如血液斑点跟踪和多角度矢量多普勒)相比,Q估计显示出更高的准确性。体内实验结果证实,该方法提供了高分辨率的P和Q波形,能够可靠地计算血管老化敏感的血流动力学能量参数。这项工作介绍了一种完全由机器学习驱动的超声测速方法,结合血管壁运动的血压估计,有可能增强心脑血管疾病的诊断。
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引用次数: 0
Miniaturized Ultrasonic Transducer With PMN-PT Embedded Into Flexible LCP Substrate for Biocompatible Applications 微型超声换能器与PMN-PT嵌入柔性LCP基板的生物相容性应用
IF 2.9 Pub Date : 2025-11-25 DOI: 10.1109/OJUFFC.2025.3636834
Julian Kober;Tönnis Trittler;Edgar M. G. Dorausch;Cornelius Kühnöl;Julius Weber;Marc Hauer;Martin Oppermann;Henning Heuer;Jochen Hampe;Richard Nauber;Moritz Herzog
Emerging ultrasound imaging technologies such as wearables and miniaturized invasive devices require exceptional piezoelectric performance alongside flexibility, small form factors, biocompatibility and scalable production capabilities. To address this, we investigate the embedding of high-performance lead magnesium niobate-lead titanate (PMN-PT) transducers in a flexible and biocompatible Liquid Crystal Polymer (LCP) substrate with integrated conductor tracks. This approach aims to improve mechanical reliability and enable industrial-scale production of compact ultrasound devices. The piezoelectric elements were contacted during the embedding process, involving exposure to heat and pressure, requiring a subsequent repolarization process to restore the piezoelectric behavior. Performance was validated against encapsulated wire-bonded reference samples through electrical impedance measurements and acoustic pitch-catch experiments using a hydrophone in a water tank, with different sound incidence angles. After repoling, the embedded single crystal transducer demonstrated expected piezoelectric behavior in impedance data and achieved a peak negative output pressure amplitude of 4.70 kPa (measured at 10 mm distance in water), compared to 4.45 kPa for the encapsulated wire-bonded reference sample, representing a difference of $approx ~5$ %. Directivity patterns showed minimal differences in emission angle, with resonance frequencies varying between prototypes due to the inherent characteristics of different manufacturing approaches in the acoustic stack. This embedding approach shows promising results for miniaturized applications, including external ultrasound wearables and patches, as well as invasive devices such as intravascular and implantable ultrasound systems.
新兴的超声成像技术,如可穿戴设备和微型侵入设备,需要卓越的压电性能、灵活性、小尺寸、生物相容性和可扩展的生产能力。为了解决这个问题,我们研究了将高性能铌镁铅钛酸铅(PMN-PT)换能器嵌入到具有集成导体轨迹的柔性生物相容性液晶聚合物(LCP)衬底中。这种方法旨在提高机械可靠性,并使紧凑型超声设备的工业规模生产成为可能。压电元件在嵌入过程中接触,包括暴露在热和压力下,需要随后的复极化过程来恢复压电行为。通过电阻抗测量和水箱中不同入射角的水听器的音高捕捉实验,对封装的线粘合参考样品的性能进行了验证。重新极化后,嵌入的单晶换能器在阻抗数据中显示出预期的压电行为,并实现了4.70 kPa的峰值负输出压力幅值(在水中10毫米距离处测量),而封装的线粘合参考样品的峰值负输出压力幅值为4.45 kPa,相差约5 %。指向性模式显示发射角的差异很小,由于声学堆栈中不同制造方法的固有特性,不同原型之间的共振频率不同。这种嵌入方法在小型化应用中显示出有希望的结果,包括外部超声可穿戴设备和贴片,以及血管内和植入式超声系统等侵入性设备。
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引用次数: 0
Active Inference for Closed-Loop Transmit Beamsteering in Fetal Doppler Ultrasound 胎儿多普勒超声闭环发射波束导向的主动推断
IF 2.9 Pub Date : 2025-11-25 DOI: 10.1109/OJUFFC.2025.3636108
Beatrice Federici;Ruud J. G. Van Sloun;Massimo Mischi
This work introduces a closed-loop transmit beamsteering system for fetal Doppler ultrasound, driven by an active inference agent. The agent actively reduces uncertainty in fetal heart localization - estimated from power Doppler data via sequential Monte Carlo methods - by adaptively steering the ultrasound beam. This uncertainty-aware approach maintains high-quality Doppler signals and enables robust heart rate tracking, even under challenging, low signal-to-noise conditions.
本文介绍了一种由主动推理体驱动的胎儿多普勒超声闭环发射波束导向系统。该试剂通过自适应引导超声束,积极减少胎儿心脏定位的不确定性-通过顺序蒙特卡罗方法从功率多普勒数据估计。这种不确定性感知方法保持了高质量的多普勒信号,即使在具有挑战性的低信噪比条件下,也能实现稳健的心率跟踪。
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引用次数: 0
Exploring Fluid Dynamics to Analyze Cellular Stress Induced by Surface Acoustic Waves in Biological Applications 探索流体动力学分析表面声波诱导的细胞应力在生物学中的应用
IF 2.9 Pub Date : 2025-11-20 DOI: 10.1109/OJUFFC.2025.3635126
D. S. Bidouba Sanvany;F. Kosior;D. Beyssen;A. Gigodot;E. Gaudion;F. Sarry
Our study aims to investigate the impact of SAW on biological cells, including adherent (SaOs-2 osteoblasts) and circulating (THP-1 monocytes) cells, to assess the physical stresses on the latter, specifically acoustic radiation pressure and shear stresses, which are crucial in cell stimulation within biomedicine. We have presented the simulation for extracting shear stresses from circulating and adherent cells at resonant frequencies of 20 and 40 MHz, respectively. We utilized the direct simulation method to enhance liquid-level optimization. No one has previously presented this approach. Our model underwent validation by comparing simulation results with those obtained from the experiment, including wave amplitude, particle velocity temperature, and streaming shape. After validating the simulation model, we determined the shear stresses on the particles. An optimization study showed that the optimal level for adherent cells is 5 mm, whereas for circulating cells, it is 7 mm. We have also demonstrated that the heating is significantly above 20 dBm. The heating exceeds 1°C, which is harmful to biological cells.
我们的研究旨在研究声SAW对生物细胞的影响,包括贴壁细胞(SaOs-2成骨细胞)和循环细胞(THP-1单核细胞),以评估后者的物理应力,特别是声辐射压力和剪切应力,这在生物医学中对细胞刺激至关重要。我们提出了在共振频率分别为20和40 MHz时从循环细胞和贴壁细胞中提取剪切应力的模拟。我们采用直接模拟的方法来加强液位优化。以前没有人提出过这种方法。通过将仿真结果与实验结果进行比较,包括波幅、粒子速度、温度和流形态,对模型进行了验证。在验证了模拟模型后,我们确定了颗粒上的剪切应力。一项优化研究表明,贴壁细胞的最佳水平为5毫米,而循环细胞的最佳水平为7毫米。我们还证明了加热明显高于20 dBm。加热超过1℃,对生物细胞有害。
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引用次数: 0
Surface Compression Alters in Vivo VisR Stiffness, Viscosity, and Anisotropy Measurements in Human Breast 表面压缩改变人体乳房的体内VisR刚度、粘度和各向异性测量
IF 2.9 Pub Date : 2025-11-11 DOI: 10.1109/OJUFFC.2025.3631426
Anna V. Phillips;Cherie M. Kuzmiak;Doreen Steed;Caterina M. Gallippi
Viscoelastic response (VisR) ultrasound has been developed by our group to interrogate tissue stiffness and viscosity. VisR has several potential advantages for breast cancer diagnostic imaging such being non-invasive and low-cost. Because ultrasound can penetrate dense breasts more effectively than mammograms, it may improve the detection of malignant masses in women with dense breasts. VisR-based estimates of stiffness, viscosity, and anisotropy have been shown in our preliminary studies to discriminate malignant and benign breast lesions. However, a potential limitation of VisR could be dependence on tissue pre-loading from applied surface compression by the practitioner. We conducted an IRB-approved clinical study of 20 women with no known breast pathologies to assess the impact of compression on VisR measurements of peak displacement (PD), relative elasticity (RE), relative viscosity (RV), and degree of anisotropy (DoA). Participants were between the ages of 30-90, and 10/20 had mammographically dense breasts. We found that surface compression significantly affected measurements of PD, RE, and RV in breast tissue, in vivo. In particular, in women with dense breasts, stiffness (via PD and RE) increased significantly with applied compression. DoA of PD, RE, and RV increased, decreased, or stayed the same with compression. No significant difference was found in DoA with compression between the breast density groups. Based on these findings, we recommend that surface compression be standardized and monitored when using VisR for clinical breast imaging, especially in women with dense breasts. Further studies are needed to identify an optimal strain range for VisR measurement repeatability.
粘弹性响应(VisR)超声是本课题组开发的用于询问组织刚度和粘度的超声。VisR在乳腺癌诊断成像方面有几个潜在的优势,如无创和低成本。由于超声能比乳房x光检查更有效地穿透致密的乳房,它可以提高致密乳房女性恶性肿块的检出率。在我们的初步研究中,基于visr的刚度、粘度和各向异性的估计已被证明可以区分乳腺的恶性和良性病变。然而,VisR的一个潜在限制可能是依赖于医生施加的表面压缩的组织预负荷。我们进行了一项经irb批准的临床研究,对20名没有已知乳房病变的女性进行了临床研究,以评估压缩对峰值位移(PD)、相对弹性(RE)、相对粘度(RV)和各向异性程度(DoA)的VisR测量的影响。参与者的年龄在30-90岁之间,其中10/20患有乳房x光检查显示的致密乳房。我们发现,表面压缩显著影响体内乳腺组织PD、RE和RV的测量。特别是,在乳房致密的女性中,施加压迫时僵硬度(通过PD和RE)显著增加。PD、RE、RV的DoA随压缩增大、减小或保持不变。乳腺密度组间受压DoA无显著差异。基于这些发现,我们建议在使用VisR进行临床乳房成像时,特别是在乳房致密的女性中,对表面压缩进行标准化和监测。需要进一步的研究来确定VisR测量重复性的最佳应变范围。
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引用次数: 0
Ultrasonic Guided Wave Transducers and Electronic System Design for Structural Health Monitoring 用于结构健康监测的超声导波换能器和电子系统设计
IF 2.9 Pub Date : 2025-11-07 DOI: 10.1109/OJUFFC.2025.3630590
Lorenzo Capineri
The design of electronic systems for ultrasonic guided wave structural health monitoring requires a dedicated electronic front-end considering the peculiarities of this application field. The characteristics of ultrasonic guided wave piezoelectric transducers are first decided based on the operating environment, the material of the structures and their dimensions, as well as the definition of connections and diagnostics of the transducers. Another specific feature of electronic design is for systems operating both in passive mode for impact detection and in active mode for damage detection and positioning. These two operating modes correspond to different analog electronic chains because the received signals have different amplitude levels and frequency spectrum. The paper will review the main building blocks of the electronic system with a focus on analog front-end electronic circuits and propose a new modular architecture for the electronics to address different SHM scenarios.
超声导波结构健康监测电子系统的设计考虑到该应用领域的特殊性,需要一个专用的电子前端。超声波导波压电换能器的特性首先根据工作环境、结构材料及其尺寸、换能器的连接定义和诊断来确定。电子设计的另一个具体特点是,系统既可以在被动模式下进行冲击检测,也可以在主动模式下进行损伤检测和定位。由于接收到的信号具有不同的幅度级和频谱,这两种工作模式对应于不同的模拟电子链。本文将回顾电子系统的主要构建模块,重点关注模拟前端电子电路,并提出一种新的电子模块体系结构,以解决不同的SHM场景。
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引用次数: 0
A Technique to Track Scatterers for Continuous High-Speed Plane-Wave Ultrasound Simulations Based on a Fluid Domain Model 基于流体域模型的连续高速平面波超声仿真散射体跟踪技术
IF 2.9 Pub Date : 2025-10-07 DOI: 10.1109/OJUFFC.2025.3618637
Jeffrey A. Ketterling;Geraldi Wahyulaksana;Marisa S. Bazzi;Hadi Wiputra
Ultrasound simulations of blood flow are useful to evaluate or optimize new transmit schemes, transducer geometries, or post processing methods such as vector flow. In cases of complex flow, a flow domain model (FDM) is often used to define the time history of the velocity field. Scatterers representing blood cells are seeded in the flow field and their positions are updated each time step after spatial and temporal interpolation of the FDM velocity field. At each time step, the scatterers are passed to an ultrasound simulator to generate synthetic ultrasound backscatter data. Here, a technique is described to continuously track, without temporal discontinuities, a stable concentration of scatterers representing complex flow with reverse, rotational, out-of-plane and/or helical features. The unique aspects of the tracking approach are 1) refresh zones at the input and output flow ports that randomly reseed scatterers each time step, 2) a stagnation threshold to remove low velocity orphaned scatterers near the boundary of the flow field, and 3) continuous tracking of particles in the full flow volume. The method can be adapted to any FDM, ultrasound simulator, transducer, or transmission scheme. To demonstrate the overall pipeline, we use the results of a prior fluid structure interaction (FSI) model of a mouse aorta to generate a continuous high-speed, plane-wave ultrasound simulation over 4 cardiac cycles with a 15-MHz linear array. The data were processed to produce vector flow to validate that the ultrasound vector-flow field was consistent with the FSI velocity field.
血流的超声模拟对于评估或优化新的传输方案、换能器几何形状或后处理方法(如矢量流)非常有用。在复杂流动情况下,通常采用流域模型(FDM)来定义速度场的时程。在流场中植入代表血细胞的散射体,对FDM速度场进行时空插值后,每个时间步更新散射体的位置。在每个时间步,散射体被传递到超声模拟器以生成合成超声后向散射数据。在这里,描述了一种技术,可以连续跟踪,没有时间间断,稳定的散射体浓度,代表具有反转,旋转,面外和/或螺旋特征的复杂流动。跟踪方法的独特之处在于:1)输入和输出流端口的刷新区,每个时间步随机重新播种散射体;2)停滞阈值,以去除流场边界附近的低速孤立散射体;3)在整个流体积中连续跟踪颗粒。该方法可适用于任何FDM、超声模拟器、换能器或传输方案。为了演示整个管道,我们使用小鼠主动脉的先验流体结构相互作用(FSI)模型的结果,使用15 mhz线性阵列在4个心动周期内生成连续高速平面波超声模拟。对数据进行处理生成矢量流,验证超声矢量流场与FSI速度场的一致性。
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引用次数: 0
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IEEE open journal of ultrasonics, ferroelectrics, and frequency control
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