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首页> 外文期刊>Journal of medical engineering & technology >A field-programmable gate array based system for high frame rate laser Doppler blood flow imaging
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A field-programmable gate array based system for high frame rate laser Doppler blood flow imaging

机译:基于现场可编程门阵列的高帧频激光多普勒血流成像系统

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This paper presents a general embedded processing system implemented in a field-programmable gate array providing high frame rate and high accuracy for a laser Doppler blood flow imaging system. The proposed system can achieve a basic frame rate of flow images at 1 frame/second for 256 x 256 images with 1024 fast Fourier transform (FFT) points used in the processing algorithm. Mixed fixed-floating point calculations are utilized to achieve high accuracy but with a reasonable resource usage. The implementation has a root mean square deviation of the relative difference in flow values below 0.1% when compared with a double-precision floating point implementation. The system can contain from one or more processing units to obtain the required frame rate and accuracy. The performance of the system is significantly higher than other methods reported to date. Furthermore, a dedicated field-programmable gate array (FPGA) board has been designed to test the proposed processing system. The board is linked with a laser line scanning system, which uses a 64 x 1 photodetector array. Test results with various operating parameters show that the performance of the new system is better, in terms of noise and imaging speed, than has been previously achieved.
机译:本文提出了一种在现场可编程门阵列中实现的通用嵌入式处理系统,该系统为激光多普勒血流成像系统提供了高帧率和高精度。对于处理算法中使用的1024个快速傅立叶变换(FFT)点,该系统可以针对256 x 256个图像以1帧/秒的速率实现流图像的基本帧速率。混合使用固定浮点计算可实现较高的精度,但具有合理的资源使用率。与双精度浮点实现相比,该实现具有低于0.1%的流量值相对差的均方根偏差。该系统可以包含一个或多个处理单元,以获得所需的帧速率和准确性。该系统的性能明显高于迄今为止报道的其他方法。此外,已经设计了专用的现场可编程门阵列(FPGA)板来测试所提出的处理系统。该板与一个激光线扫描系统链接,该系统使用64 x 1光电探测器阵列。在各种操作参数下的测试结果表明,就噪声和成像速度而言,新系统的性能要比以前达到的更好。

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