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Software-based ultrasound phase rotation beamforming on multi-core DSP

机译:多核DSP上基于软件的超声相位旋转波束形成

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Phase rotation beamforming (PRBF) is a commonly-used digital receive beamforming technique. However, due to its high computational requirement, it has traditionally been supported by hardwired architectures (e.g., application-specific integrated circuits (ASICs) or more recently field-programmable gate arrays (FPGAs)). In this paper, we investigate the feasibility of supporting software-based PRBF on a multi-core DSP. To alleviate the high computing requirement, the analog front-end (AFE) chips integrating quadrature demodulation in addition to analog-to-digital conversion could be adopted. Under this condition, only delay alignment and phase rotation need to be performed by DSP, substantially reducing the computational load. We implemented the delay alignment and phase rotation modules on a Texas Instruments C6678 DSP with 8 cores. With a sampling rate of 40 MHz and 2∶1 decimation, it takes 200 µs to generate one scanline (2048 samples/scanline) on two cores. With 4 cores, it can support beamforming for 64 channels with 10k scanlines/s, e.g., 200 scanlines/frame and at 50 frames/s. The remaining 4 cores can work on back-end processing tasks and applications, e.g., color Doppler or ultrasound elastography.
机译:相位旋转波束成形(PRBF)是一种常用的数字接收波束成形技术。然而,由于其对计算的高要求,传统上已经由硬连线架构(例如,专用集成电路(ASIC)或更近的现场可编程门阵列(FPGA))支持它。在本文中,我们研究了在多核DSP上支持基于软件的PRBF的可行性。为了减轻对计算的高要求,除了模数转换外,还可以采用集成了正交解调的模拟前端(AFE)芯片。在这种情况下,DSP只需执行延迟对齐和相位旋转,从而大大减少了计算量。我们在具有8个内核的Texas Instruments C6678 DSP上实现了延迟对准和相位旋转模块。采样率为40 MHz,抽取率为2:1时,在两个内核上生成一条扫描线(2048个样本/扫描线)需要200 µs。它具有4个核心,可以以10k扫描线/秒(例如200扫描线/帧和50帧/ s)支持64通道的波束成形。其余4个核心可以处理后端处理任务和应用程序,例如彩色多普勒或超声弹性成像。

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