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A FPGA-Based High Speed Multi-Channel Simultaneous Signal Acquisition Method for PET

机译:宠物的基于FPGA的高速多通道同时信号采集方法

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A PET data acquisition (DAQ) system based on multiple high-speed, 8-channel DAQ cards is being developed. Each of these DAQ cards has 8-channel 14-bit 100 MHz simultaneous ADCs, a six million-gate FPGA with 104 MHz onboard clock and a 16-bit 128 MB SDRAM. The SDRAM has a data transfer bandwidth of 450 MB/S, thus for raw data acquisition, only two channel ADCs can be simultaneously used at sampling rate of 100 MHz (for 8 channel simultaneous acquisition, the maximum sampling rate is about 28 MHz). In this study, data packages containing pulse arrival time, baseline, energy and position were saved instead of raw data of whole gamma signal pulse to reduce the amount of output data. Parallel signal processing containing arrival time detection, baseline calculation, pulse energy calculation and channel ID generation were implemented by model-based design method to achieve high performance PET signal processing. Finally, data packaging and down sampling approaches were employed to achieve 8-channel simultaneous signal acquisition at 100 MHz sampling rate without exceeding the SDRAM data transfer bandwidth. To examine the functionality of the signal acquisition method, PET images were obtained using a pair of detectors. The PET detector is composed of a Geiger mode avalanche photodiode (GAPD) array (3 mm × 3 mm, 4 × 4) coupled with LYSO array crystal (3 mm × 3 mm × 20 mm, 4 × 4). By rotating a pair of PET detectors for 180 degrees (6 degrees × 30 times) and simultaneously acquiring 8 channel (4 channels from each GAPD array) signals using one acquisition card, PET images of two F-18 line sources were successfully acquired. The energy resolution for 8-channel gamma signals was 19% and the timing resolution for the coincidence channels was 1.5 ns. The spatial resolution for the acquired PET image was 3.1 mm. Finally, a brain PET system using three DAQ cards has been developed and high quality PET images were acquired.
机译:正在开发基于多个高速8通道DAQ卡的PET数据采集(DAQ)系统。这些DAQ卡中的每一个都有8通道14位100 MHz同声ADC,一个六百万门FPGA,车载时钟104 MHz和16位128 MB SDRAM。 SDRAM具有450 MB / s的数据传输带宽,因此对于原始数据采集,只有两个信道ADC可以同时使用100 MHz的采样率(对于8通道同时采集,最大采样率约为28 MHz)。在本研究中,保存了包含脉冲到达时间,基线,能量和位置的数据包,而不是整个伽马信号脉冲的原始数据,以减少输出数据量。通过基于模型的设计方法实现了包含到达时间检测,基线计算,脉冲能量计算和信道ID生成的并行信号处理,以实现高性能PET信号处理。最后,采用数据包装和下降采样方法以100 MHz采样率实现8通道同时信号采集,而不超过SDRAM数据传输带宽。为了检查信号采集方法的功能,使用一对检测器获得PET图像。 PET检测器由盖格拉南光电二极管(GAPD)阵列(3mm×3mm,4×4)组成,耦合Lyso阵列晶体(3mm×3mm×20mm,4×4)。通过旋转一对PET探测器180度(6度×30次)并使用一个获取卡同时获取来自每个GAPD阵列的8个通道(4个通道),成功获得了两个F-18线源的PET图像。 8通道伽马信号的能量分辨率为19%,巧合通道的定时分辨率为1.5 ns。所获得的PET图像的空间分辨率为3.1毫米。最后,已经开发出使用三个DAQ卡的脑宠物系统,并获得了高质量的PET图像。

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