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Optimization of Nonreciprocal Transmission Through Dissipative Phononic Crystals With Machine Learning Techniques 利用机器学习技术优化通过耗散声晶的非互惠传输
Pub Date : 2023-11-17 DOI: 10.1109/OJUFFC.2023.3334234
Dmitrii Shymkiv;Arnav Mazumder;Jesús Arriaga;Arkadii Krokhin
Transmission through a phononic crystal of metallic rods in a viscous environment is numerically calculated. The cross-section of the rods is selected to be asymmetric to provide very different transmission in opposite directions along a given crystallographic line. Difference in transmission contains the reciprocal part, caused by asymmetry of the scatterers, and the truly nonreciprocal part, related to nonequal viscous losses for sound waves propagating in opposite directions. The rectification ratio for different levels of asymmetry is evaluated and optimized over its value at a fixed frequency, with various machine learning models. The possibility of using asymmetric phononic crystals as acoustic diodes is discussed.
通过数值计算得出了在粘性环境中金属棒通过声子晶体的透射率。金属棒的横截面被选择为非对称的,以便沿着给定的晶体学线在相反方向上提供截然不同的传输。传输差包含由散射体不对称引起的互易部分和真正的非互易部分,后者与声波在相反方向传播时的非等量粘性损耗有关。通过各种机器学习模型,对不同不对称程度的整流比进行了评估,并对其在固定频率下的值进行了优化。讨论了将非对称声子晶体用作声学二极管的可能性。
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引用次数: 0
Generating Patient-Specific Acoustic Simulations for Transcranial Focused Ultrasound Procedures Based on Optical Tracking Information 基于光学跟踪信息的经颅聚焦超声手术患者特异性声学模拟
Pub Date : 2023-09-25 DOI: 10.1109/OJUFFC.2023.3318560
Michelle K. Sigona;Thomas J. Manuel;M. Anthony Phipps;Kianoush Banaie Boroujeni;Robert Louie Treuting;Thilo Womelsdorf;Charles F. Caskey
Optical tracking is a real-time transducer positioning method for transcranial focused ultrasound (tFUS) procedures, but the predicted focus from optical tracking typically does not incorporate subject-specific skull information. Acoustic simulations can estimate the pressure field when propagating through the cranium but rely on accurately replicating the positioning of the transducer and skull in a simulated space. Here, we develop and characterize the accuracy of a workflow that creates simulation grids based on optical tracking information in a neuronavigated phantom with and without transmission through an ex vivo skull cap. The software pipeline could replicate the geometry of the tFUS procedure within the limits of the optical tracking system (transcranial target registration error (TRE): 3.9 ± 0.7 mm). The simulated focus and the free-field focus predicted by optical tracking had low Euclidean distance errors of 0.5 ± 0.1 and 1.2 ± 0.4 mm for phantom and skull cap, respectively, and some skull-specific effects were captured by the simulation. However, the TRE of simulation informed by optical tracking was 4.6 ± 0.2, which is as large or greater than the focal spot size used by many tFUS systems. By updating the position of the transducer using the original TRE offset, we reduced the simulated TRE to 1.1 ± 0.4 mm. Our study describes a software pipeline for treatment planning, evaluates its accuracy, and demonstrates an approach using MR-acoustic radiation force imaging as a method to improve dosimetry. Overall, our software pipeline helps estimate acoustic exposure, and our study highlights the need for image feedback to increase the accuracy of tFUS dosimetry.
光学跟踪是一种实时换能器定位方法,用于经颅聚焦超声(tFUS)手术,但光学跟踪的预测焦点通常不包含受试者特定的头骨信息。声学模拟可以估计通过头盖骨传播时的压力场,但依赖于在模拟空间中精确复制换能器和头盖骨的位置。在这里,我们开发并描述了工作流程的准确性,该工作流程基于神经导航幻影中的光学跟踪信息创建仿真网格,并通过离体颅骨帽进行传输。软件管道可以在光学跟踪系统的限制内复制tFUS过程的几何形状(经颅目标配准误差(TRE): 3.9±0.7 mm)。模拟焦点和光学跟踪预测的自由场焦点对幻影和头盖骨的欧氏距离误差分别为0.5±0.1和1.2±0.4 mm,并且模拟捕获了一些头骨特异性效应。然而,通过光学跟踪获得的模拟TRE为4.6±0.2,与许多tFUS系统使用的焦斑尺寸一样大或更大。通过使用原始的TRE偏移量更新换能器的位置,我们将模拟的TRE减小到1.1±0.4 mm。我们的研究描述了一个用于治疗计划的软件管道,评估了其准确性,并展示了一种使用核磁共振声辐射力成像作为改进剂量学的方法。总的来说,我们的软件管道有助于估计声暴露,我们的研究强调了需要图像反馈来提高tFUS剂量测定的准确性。
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引用次数: 0
Graded Elastic Waveguide Metamaterial Rod for Up-Conversion of Longitudinal Axisymmetric Guided Ultrasonic Wave Modes 纵向轴对称导超声模向上转换的梯度弹性波导超材料棒
Pub Date : 2023-09-20 DOI: 10.1109/OJUFFC.2023.3317363
S. R. Sandeep Kumar;Vineeth P. Ramachandran;Krishnan Balasubramaniam;Prabhu Rajagopal
Cylindrical or circular rod-type waveguides are of much interest in applications such as measurement of flow, temperature, material properties in harsh environments, and also in medical diagnostics. However, multiple waveguide modes exist in such systems, out of which only some are of interest to certain applications. For example, L(0,3) longitudinal mode excitation can optimally transmit elastic waves into the test specimen and help in better sensing and measurement when compared to other modes within the family of longitudinal guided waves. This paper demonstrates the up-conversion of longitudinal modes within the family of guided ultrasonic rod waves (from L(0,2) to L(0,3)), which is of interest to certain waveguide transducer applications. The mode up-conversion is demonstrated using numerical simulations and experiments. An analysis is used to bring more insights and guide the design of the metamaterial in this process.
圆柱形或圆形棒型波导在诸如恶劣环境中的流量、温度、材料特性测量以及医疗诊断等应用中非常有意义。然而,在这种系统中存在多种波导模式,其中只有一些对某些应用感兴趣。例如,与纵导波族中的其他模式相比,L(0,3)纵模激励可以最优地将弹性波传递到试件中,有助于更好地感知和测量。本文演示了导超声棒波族(从L(0,2)到L(0,3))中纵向模式的上转换,这对某些波导换能器应用很有意义。通过数值模拟和实验对模式上转换进行了验证。在此过程中,通过分析可以获得更多的见解,并指导超材料的设计。
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引用次数: 1
Neural Network-Based Inverse Design of Nonlinear Phononic Crystals 基于神经网络的非线性声子晶体反设计
Pub Date : 2023-09-12 DOI: 10.1109/OJUFFC.2023.3314396
Kunqi Huang;Yuanyuan Li;Yun Lai;Xiaozhou Liu
Phononic crystals are artificial periodic structural composites. With the introduction of nonlinearity, nonlinear phononic crystals(NPCs) have shown some novel properties beyond their linear counterparts and thus attracted significant interest recently. Among these novel properties, the second harmonic characteristics have potential applications in the fields of acoustic frequency conversion, non-reciprocal propagation, and nondestructive testing. Therefore, how to accurately manipulate the second harmonic band structure is a main challenge for the design of NPCs. Traditional design methods are based on parametric analysis and continuous trials, leading to low design efficiency and poor performance. Here, we construct the convolutional neural networks(CNNs) and the generalized regression neural networks(GRNNs) to inversely design the physical and geometric parameters of NPCs using the information of harmonic transmission curves. The results show that the inverse design method based on neural networks is effective in designing the NPCs. In addition, the CNNs have better prediction accuracy while the GRNNs have a shorter training time. These methods also can be applied to the design of higher-order harmonic band structures. This work confirms the feasibility of neural networks for designing the NPCs efficiently according to target harmonic band structures and provides a useful reference for inverse design of metamaterials.
声子晶体是一种人造周期性结构复合材料。随着非线性的引入,非线性声子晶体(NPCs)显示出一些超越线性声子晶体的新特性,近年来引起了人们的广泛关注。在这些新特性中,二次谐波特性在声学频率转换、非互易传播和无损检测等领域具有潜在的应用前景。因此,如何准确地控制二次谐波带结构是npc设计的主要挑战。传统的设计方法是基于参数分析和连续试验,导致设计效率低,性能差。在这里,我们构建卷积神经网络(cnn)和广义回归神经网络(grnn),利用谐波传输曲线的信息反设计npc的物理和几何参数。结果表明,基于神经网络的反设计方法对npc的设计是有效的。此外,cnn具有更好的预测精度,而grnn具有更短的训练时间。这些方法也适用于高次谐波带结构的设计。研究结果证实了神经网络根据目标谐波带结构高效设计npc的可行性,为超材料的反设计提供了有益的参考。
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引用次数: 0
Design of Piezoelectric Micromachined Ultrasonic Transducers Using High-Order Mode With High Performance and High Frequency 高性能高频高阶压电微机械超声换能器的设计
Pub Date : 2023-08-21 DOI: 10.1109/OJUFFC.2023.3307085
Kangfu Liu;Yaoqing Lu;Sheng Wu;Xinxin Li;Tao Wu
This work proposes the piezoelectric micromachined ultrasonic transducer (pMUT) design using high-order mode. Analytical models are established and used to estimate the performance of pMUT in ${n} ^{text {th}}$ -order axisymmetric mode. To prove the concept, a comprehensive analysis is conducted on the $3^{text {rd}}$ -order pMUT by finite element method (FEM). The analytical models give guidance for the design of electrode configuration and geometric dimensions, which are verified by FEM. With optimized electrode configuration and thickness, the proposed pMUT design shows extraordinary performance improvement in transmitting and round-trip sensitivity. Approximately $10.2times $ and $4.12times $ improvements in transmitting sensitivity and round-trip sensitivity have been achieved compared to the traditional $1^{text {st}}$ -order pMUT in the same radius, while there is an $8.6times $ improvement of the receiving voltage in the pulse-echo analysis. The high frequency, round-trip sensitivity, and directivity features of the proposed high-order pMUT design shown in FEM make it very promising for forming a high-frequency large-scale pMUT array.
本文提出了基于高阶模态的压电微机械超声换能器的设计。在${n} ^{text {th}}$ -阶轴对称模态下,建立了pMUT的解析模型并对其性能进行了估计。为了证明这一概念,采用有限元法对$3^{text {rd}}$ -阶pMUT进行了综合分析。该分析模型为电极结构和几何尺寸的设计提供了指导,并通过有限元方法进行了验证。通过优化电极结构和厚度,pMUT在传输和往返灵敏度方面表现出显著的性能提高。在相同半径下,与传统的$1^{text {st}}$阶pMUT相比,发射灵敏度和往返灵敏度分别提高了$10.2和$4.12倍,而在脉冲回波分析中,接收电压提高了$8.6倍。本文所提出的高阶pMUT设计具有高频、往返灵敏度高、指向性强等特点,在构建高频大规模pMUT阵列中具有广阔的应用前景。
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引用次数: 0
IEEE OPEN JOURNAL OF ULTRASONICS, FERROELECTRICS, AND FREQUENCY CONTROL Ieee超音波学、铁电学与频率控制开放期刊
Pub Date : 2023-07-06 DOI: 10.1109/OJUFFC.2023.3263281
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引用次数: 0
Modeling and Characterization of Pre-Charged Collapse-Mode CMUTs 预充电坍缩模式cmut的建模与表征
Pub Date : 2023-01-30 DOI: 10.1109/OJUFFC.2023.3240699
Marta Saccher;Shinnosuke Kawasaki;Johan H. Klootwijk;Rob Van Schaijk;Ronald Dekker
Recently, the applications of ultrasound transducers expanded from high-end diagnostic tools to point of care diagnostic devices and wireless power receivers for implantable devices. These new applications additionally require that the transducer technology must comply to biocompatibility and manufacturing scalability. In this respect, Capacitive Micromachined Ultrasound Transducers (CMUTs) have a strong advantage compared to the conventional PZT based transducers. However, current CMUTs require a large DC bias voltage for their operation, which limits the miniaturizability of these devices. In this study, we propose a pre-charged collapse-mode CMUT for immersive applications that can operate without an external bias by means of a charge trapping Al2O3 layer embedded in the dielectrics between the top and bottom electrodes. The built-in charge layer was analytically modeled and four layer stack combinations were investigated and characterized. The measurement results of the CMUTs were then used to fit the model and to quantify the amount and type of trapped charge. It was found that these devices polarize due to the ferroelectric-like behavior of the Al2O3, and the amount of charge stored in the charge-trapping layer was estimated to be approximately 0.02 C/m2. Their acoustic performance shows a transmit and receive sensitivity of 8.8 kPa/V and 13.1 V/MPa respectively. In addition, we show that increasing the charging temperature, the charging duration, and the charging voltage results in a higher amount of stored charge. Finally, results of ALT tests showed that these devices have a lifetime of more than 2.5 years at body temperature.
最近,超声换能器的应用从高端诊断工具扩展到护理点诊断设备和用于植入式设备的无线功率接收器。这些新的应用还要求换能器技术必须符合生物相容性和制造可扩展性。在这方面,与传统的基于PZT的换能器相比,电容式微机械超声换能器(CMUT)具有强大的优势。然而,当前CMUT的操作需要大的DC偏置电压,这限制了这些器件的小型化。在这项研究中,我们提出了一种用于沉浸式应用的预充电塌陷模式CMUT,该模式可以通过嵌入顶部和底部电极之间的电介质中的电荷捕获Al2O3层在没有外部偏压的情况下操作。对内置电荷层进行了分析建模,并对四层堆叠组合进行了研究和表征。然后使用CMUT的测量结果来拟合模型并量化捕获电荷的量和类型。发现这些器件由于Al2O3的类铁电行为而极化,并且存储在电荷捕获层中的电荷量估计为大约0.02C/m2。它们的声学性能分别显示出8.8kPa/V和13.1V/MPa的发射和接收灵敏度。此外,我们发现,增加充电温度、充电持续时间和充电电压会导致更高的存储电荷量。最后,ALT测试结果表明,这些设备在体温下的使用寿命超过2.5年。
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引用次数: 3
Fiber-Optic Frequency and Timing Transfer Over an Urban Optical Fiber Link 城市光纤链路上的光纤频率和定时传输
Pub Date : 2023-01-01 DOI: 10.1109/OJUFFC.2023.3284781
Miho Fujieda;Motohiro Kumagai
We have developed a fiber-optic frequency and timing transfer system. It has been installed to provide timing synchronization between NICT and a distant university site connected by a 58-km urban optical fiber link. The timing signal generated at the remote site is derived from a frequency source that is stabilized using the link, and it is synchronized by a transferred timing marker. A second, separate fiber link confirms a timing synchronization uncertainty of 5.7 ns and a 10-MHz frequency instability of less than $10^{-16}$ at $10^{5}$ s averaging time. We additionally demonstrate a timing marker delivery using a code-based signal, which combines nanosecond-level uncertainty with the simplicity and compactness suitable for a system that can be deployed for synchronization across numerous sites.
我们开发了一种光纤频率和定时传输系统。安装它是为了在NICT和一个由58公里的城市光纤连接的遥远的大学站点之间提供时间同步。在远程站点产生的授时信号来自使用链路稳定的频率源,并由传输的授时标记进行同步。另一个独立的光纤链路证实了5.7 ns的定时同步不确定性和10- mhz频率不稳定性,在10^{5}$ s的平均时间下小于10^{-16}$。我们还演示了使用基于代码的信号的定时标记传递,该信号将纳秒级的不确定性与简单性和紧凑性相结合,适合用于跨多个站点同步部署的系统。
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引用次数: 1
Quantification of Flow Rates and Flow Volumes in Valve Regurgitation Using 3-D High Frame-Rate Ultrasound 利用三维高帧率超声定量测量瓣膜返流的流量和流量
Pub Date : 2023-01-01 DOI: 10.1109/OJUFFC.2023.3259941
Stefano Fiorentini;Erik Andreas Rye Berg;Hans Torp;Svend Aakhus;Jørgen Avdal
Valve regurgitation is a cardiac condition caused by the incomplete closure of a cardiac valve. Untreated, this condition may result in cardiac failure. Regular monitoring of this condition is essential in guiding the decision process for surgical intervention. Current guidelines recommend a multi-parametric assessment of valve regurgitation using echocardiography, which is both time consuming and heavily dependent on the experience of the examiner. Several methods have been proposed to provide quantitative markers to facilitate the assessment of valve regurgitation, most notably the Proximal Isovelocity Surface Area (PISA) method and methods based on the quantification of the total Regurgitant Volume (RVol) from the power of backscattered blood signal. In this work, we propose a framework based on trans-thoracic 3-D high frame-rate acquisitions for the simultaneous estimation of the jet cross-sectional area and jet velocity directly at the jet core, which are then combined to estimate the instantaneous flow rate and RVol patients with aortic or mitral insufficiency. We compare two methods for the segmentation of the jet cross-sectional area from the power Doppler signal. Validation on simulated data indicates good segmentation accuracy for the best method ( $beta $ = 0.97, ${R}^{{2}}$ = 0.91). Validation on recordings from a flow phantom shows good agreement ( $beta $ = 1.2, ${R}^{{2}}$ = 0.88) with an external flow rate meter. Clinical feasibility of the method is also shown in a patient with mitral regurgitation.
瓣膜反流是由心脏瓣膜关闭不完全引起的一种心脏疾病。如果不治疗,这种情况可能会导致心力衰竭。定期监测这种情况对于指导手术干预的决策过程至关重要。目前的指南建议使用超声心动图对瓣膜返流进行多参数评估,这既耗时又严重依赖于检查者的经验。已经提出了几种方法来提供定量标记以促进瓣膜反流的评估,最值得注意的是近端等流速表面积(PISA)方法和基于反向散射血液信号功率的总反流体积(RVol)量化的方法。在这项工作中,我们提出了一个基于经胸三维高帧率采集的框架,用于同时估计直接在射流核心处的射流截面积和射流速度,然后将其结合起来估计主动脉或二尖瓣功能不全患者的瞬时流速和RVol。我们比较了两种从功率多普勒信号中分割射流截面积的方法。仿真数据验证表明,最佳分割方法的分割精度较好($beta $ = 0.97, ${R}^{{2}}$ = 0.91)。对流量幻象记录的验证显示,与外部流量计具有良好的一致性($beta $ = 1.2, ${R}^{{2}}$ = 0.88)。该方法在二尖瓣反流患者中也显示了临床可行性。
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引用次数: 0
Two-Scale Sparse Spiral Array Design for 3D Ultrasound Imaging in Air 空气中三维超声成像的双尺度稀疏螺旋阵列设计
Pub Date : 2023-01-01 DOI: 10.1109/OJUFFC.2023.3303132
Gianni Allevato;Christoph Haugwitz;Matthias Rutsch;Raphael Müller;Marius Pesavento;Mario Kupnik
Sparse array designs are a promising approach to improve the beam pattern and imaging quality, especially for applications, where hardware resources are severely limited. In particular, spiral sunflower arrays become increasingly popular due to their excellent point-spread-function (PSF) characteristics and their simple, deterministic and scalable design. Therefore, several sunflower modifications for further improvement have been investigated, e.g. density tapering based on window functions adapted from apodization techniques. In this article, we introduce a two-scale spiral array design concept, which exploits the specific PSF structure of the sunflower geometry, instead of relying on window functions. The modification proposed combines two nested sunflower sub-arrays featuring two different spatial element densities such that the locations of their respective main, side and grating lobe zones differ, resulting in a balanced and improved composite one-way PSF in terms of main lobe width (MLW) and maximum side lobe level (MSLL) under far-field and narrow-band conditions. First, we provide an analysis of the unmodified classic sunflower geometry, describe its PSF zones and show how their locations in the PSF can be estimated based on the array design parameters, which finally leads to the two-scale concept. Second, we examine a specific well-matching combination of nested sub-arrays to discuss the advantages and limitations of the resulting PSF. Third, we benchmark the respective optimum arrays of the classic sunflower and density tapering strategies with the two-scale method, where the latter shows an improved performance of the one-way PSF in terms of MLW and MSLL. Fourth, the two-scale design strategy is validated using a real-world 64-element prototype for narrow-band ultrasound imaging in air. We conduct two experiments to analyze the resulting PSF and angular resolution. Overall, the results demonstrate that the proposed flexible four-parameter concept is particularly valuable for high frame rate imaging as well as for transmit-only and receive-only applications.
稀疏阵列设计是一种很有前途的方法,可以改善波束方向图和成像质量,特别是在硬件资源严重受限的应用中。螺旋向日葵阵列由于其优异的点扩展函数(PSF)特性以及简单、确定和可扩展的设计而越来越受欢迎。因此,为了进一步改进向日葵,研究了几种改良方法,例如,基于窗函数的密度逐渐减小。在本文中,我们介绍了一种双尺度螺旋阵列的设计概念,它利用了向日葵几何形状的特定PSF结构,而不是依赖于窗口函数。提出的改进方法将两个具有不同空间元密度的向日葵子阵列组合在一起,使得它们各自的主瓣区、边瓣区和光栅瓣区的位置不同,从而在远场和窄带条件下,在主瓣宽度(MLW)和最大旁瓣电平(MSLL)方面实现了平衡和改进的复合单向PSF。首先,我们对未修改的经典向日葵几何结构进行了分析,描述了其PSF区域,并展示了如何根据阵列设计参数估计其在PSF中的位置,最终导致了双尺度概念。其次,我们研究了嵌套子数组的特定良好匹配组合,以讨论由此产生的PSF的优点和局限性。第三,我们用双尺度方法对经典向日葵和密度渐变策略各自的最优阵列进行了基准测试,其中后者在MLW和MSLL方面表现出单向PSF的改进性能。第四,使用实际的64单元原型验证了双尺度设计策略,用于空气中窄带超声成像。我们进行了两个实验来分析所得的PSF和角分辨率。总体而言,结果表明所提出的灵活的四参数概念对于高帧率成像以及仅发送和仅接收应用特别有价值。
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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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