用于实时执行计算要求高的成像方法的异构超声开放式扫描仪。

Giulio Bonciani, Francesco Guidi, Piero Tortoli, Claudio Giangrossi, Alessandro Dallai, Enrico Boni, Alessandro Ramalli
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引用次数: 0

摘要

最近,超声开放式扫描仪推动了新型成像技术的开发和验证。它们通常分为面向硬件或面向软件的系统,这取决于它们是使用嵌入式 FPGAs/DSPs 还是主机 PC 上的 GPU 处理回波数据。这项工作的目标是实现一种高性能异构开放式扫描仪,能够同时利用硬件和软件导向系统的优势。通过嵌入一个紧凑型协同处理 GPU 系统模块(SoM),进一步增强了 256 通道超声波高级开放平台(ULA-OP 256)的处理能力。通过底层优化工作精心避免了延迟和开销,在 GPU 和 ULA-OP 256 上的处理设备之间建立了高效的 PCIe 通信接口。作为增强型系统的概念验证,在 GPU SoM 上实施并测试了高帧速率色彩流映射技术。与之前基于 DSP 的实施相比,实现了更高的实时帧速率,同时在设置关键参数(如集合长度 (EL))方面具有前所未有的灵活性。例如,通过设置 EL=64 和连续时间高通滤波器,以较高的时间和空间分辨率研究了股静脉分叉处(帧速率 = 1.1 kHz)和颈动脉球部(4.3 kHz)的流动情况,分别突出了瓣膜孔径和次级速度成分造成的流动干扰。这项工作的结果促进了其他计算密集型实时处理算法的发展,并可能为下一代超声高性能异构扫描仪带来灵感。
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A heterogeneous ultrasound open scanner for the real-time implementation of computationally demanding imaging methods.

Ultrasound open scanners have recently boosted the development and validation of novel imaging techniques. They are usually split into hardware- or software-oriented systems, depending on whether they process the echo data using embedded FPGAs/DSPs or a GPU on a host PC. The goal of this work was to realize a high-performance heterogeneous open scanner capable of leveraging the strengths of both hardware and software-oriented systems. The elaboration power of the 256-channel ultrasound advanced open platform (ULA-OP 256) was further enhanced by embedding a compact co-processing GPU system-on-module (SoM). By carefully avoiding latencies and overheads through low-level optimization work, an efficient PCIe communication interface was established between the GPU and the processing devices onboard the ULA-OP 256. As a proof of concept of the enhanced system, the high frame rate color flow mapping technique was implemented on the GPU SoM and tested. Compared to a previous DSP-based implementation, higher real-time frame rates were achieved together with unprecedented flexibility in setting crucial parameters such as the ensemble length (EL). For example, by setting EL=64 and a continuous-time high-pass filter, the flow was investigated with high temporal and spatial resolution in the femoral vein bifurcation (frame rate = 1.1 kHz) and carotid artery bulb (4.3 kHz), highlighting the flow disturbances due to valve aperture and secondary velocity components, respectively. The results of this work promote the development of other computational-expensive processing algorithms in real-time and may inspire the next generation of ultrasound high-performance heterogeneous scanners.

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来源期刊
CiteScore
7.70
自引率
16.70%
发文量
583
审稿时长
4.5 months
期刊介绍: IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control includes the theory, technology, materials, and applications relating to: (1) the generation, transmission, and detection of ultrasonic waves and related phenomena; (2) medical ultrasound, including hyperthermia, bioeffects, tissue characterization and imaging; (3) ferroelectric, piezoelectric, and piezomagnetic materials, including crystals, polycrystalline solids, films, polymers, and composites; (4) frequency control, timing and time distribution, including crystal oscillators and other means of classical frequency control, and atomic, molecular and laser frequency control standards. Areas of interest range from fundamental studies to the design and/or applications of devices and systems.
期刊最新文献
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