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The architecture of LabPET/spl trade/, a small animal APD-based digital PET scanner

机译:LabPET / spl trade /的架构,一种基于APD的小型动物数字PET扫描仪

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The highly multiplexed, integrated analog processing front-end of current PET scanners yields high accuracy for timing and crystal identification, but also adds significant dead time and offers little flexibility for improvement. A new fully digital APD-based scanner architecture is proposed wherein nuclear pulses are sampled directly at the output of the charge sensitive preamplifier with one free-running ADC per channel. This approach offers the opportunity to explore new digital signal processing algorithms borrowed to command and control theory, as well as advanced heuristics such as neural networks. The analog front-end consists of a dedicated 0.18-/spl mu/m, 16-channel CMOS charge sensitive preamplifier. Digitization is performed with off-the-shelf dual 8-bit 45-MHz analog-to-digital converters. Digital processing is concentrated in a dual processor FPGA and a digital signal processor (DSP), which can process the data from up to 64 parallel channels with no dead time. The FPGA deals with the initial signal analysis for energy measurement and time stamping, while crystal identification is deferred to the DSP running computation-intensive auto-regressive algorithms. The entire system is controlled serially through a Firewire link by a graphic user interface. The initial LabPET/spl trade/ implementation of the system is a dedicated small animal scanner holding up to 3072 APD channels at an averaged count rate of up to 10 000 events/s each.
机译:当前PET扫描仪的高度多路复用,集成的模拟处理前端可为计时和晶体识别提供高精度,但也增加了显着的停滞时间,并且几乎没有改进的灵活性。提出了一种新的基于全数字APD的扫描仪架构,其中核脉冲直接在电荷敏感型前置放大器的输出处进行采样,每个通道具有一个自由运行的ADC。这种方法提供了机会探索借用于命令和控制理论的新数字信号处理算法,以及高级启发式方法(如神经网络)。模拟前端由专用的0.18- / spl mu / m,16通道CMOS电荷敏感型前置放大器组成。数字化是使用现成的双通道8位45MHz模数转换器进行的。数字处理集中在双处理器FPGA和数字信号处理器(DSP)中,它们可以处理多达64个并行通道中的数据,而没有停滞时间。 FPGA负责能量测量和时间戳的初始信号分析,而晶体识别则交给运行计算密集型自动回归算法的DSP。整个系统由图形用户界面通过Firewire链接进行串行控制。该系统最初的LabPET / spl交易/实施是专用的小型动物扫描仪,可容纳多达3072个APD通道,平均通道计数速率高达10000个事件/秒。

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