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Ultrasound RF channel data compression for implementation of a software-based array imaging system

机译:超声RF通道数据压缩,用于实现基于软件的阵列成像系统

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Using software for beamforming in ultrasound systems provides high flexibility, and it has been demonstrated that the large amount of computations required in a software-based system can be performed in real time on a personal computer. However, the current bottleneck is in the very high data transfer rate required from the ultrasound front-end to the computer, which generally cannot be achieved without appropriate data compression. Previous studies have examined JPEG compression of ultrasound RF channel data, but the schemes do not exploit temporal redundancy between adjacent frames. This study utilized MPEG to process the ultrasound RF data in order to increase the compression efficiency. Our results indicate that the compression ratio of MPEG under the 5 µm interframe displacement is smaller than 0.13 and meets the real-time data transfer requirement. The MPEG generally provides a better compression ratio than does JPEG, and the compressed data size reduced at least 38% than JPEG when the interframe displacement is 5 µm. Moreover, the compression efficiency for motions in different directions is highly dependent on the frame-to-frame correlation.
机译:在超声系统中使用用于波束成形的软件可提供高度的灵活性,并且已经证明,可以在个人计算机上实时执行基于软件的系统中所需的大量计算。但是,当前的瓶颈是从超声前端到计算机所需的非常高的数据传输速率,而如果没有适当的数据压缩,则通常无法实现。先前的研究已经检查了超声RF通道数据的JPEG压缩,但是这些方案没有利用相邻帧之间的时间冗余。这项研究利用MPEG处理超声RF数据,以提高压缩效率。我们的结果表明,在5 µm帧间位移下MPEG的压缩率小于0.13,可以满足实时数据传输要求。 MPEG通常提供比JPEG更好的压缩率,并且当帧间位移为5 µm时,压缩后的数据大小至少比JPEG减少38%。此外,在不同方向上运动的压缩效率高度依赖于帧与帧之间的相关性。

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