数字SPAD闪烁检测器仿真流评估和最小化实时要求

M. Tétrault, A. Therrien, W. Lemaire, R. Fontaine, J. Pratte
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引用次数: 2

摘要

正电子发射断层扫描(PET)中的辐射检测利用定时信息去除背景噪声,并通过飞行时间(TOF)信息改进位置测量。在PET中,非常精细的时间分辨率(约为10 ps FWHM)不仅可以提高图像的对比度,还可以实现无需迭代或反向投影算法的实时图像重建。目前的性能限制将通过更快的光发射机制(提示光子)的优化来推动,之后时间分辨率的负担将落在读出光电器件上。数字SPAD阵列提供了令人信服的可能性,可以最大限度地减少这些未来探测器系统中的时间抖动,例如每个单元的时间戳粒度和每个单元的配置参数,提供高度灵活的信号处理环境。然而,每个检测事件处理数百个时间戳会对实时处理造成影响,随着嵌入式通道数量的增加,实时处理会迅速增加。此外,如果将处理发送到外部设备(如FPGA),则带宽和相关功率需求也会增加。这里给出的仿真流程提供了对数字转换器(TDC)需要多少时间才能达到PET的10 ps FWHM CTR范围的观点。利用这些信息,设计人员可以在芯片和系统级上估计定时性能、带宽要求、数据传输、功耗和DAQ实时数据流处理之间的折衷。使用标准的1.1 × 1.1 × 3.0 mm3 LYSO闪烁体,在4 ~ 484个tdc范围内,符合定时分辨率(CTR)变化小于3%。另一方面,具有2.5%提示发射率的lyso基光子晶体需要至少有36个TDC的探测器,才能达到每个SPAD一个TDC的等效阵列的3% CTR。这对晶体材料的变化将如何影响未来探测器设计的系统实时要求提供了重要的见解。
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Digital SPAD scintillation detector simulation flow to evaluate and minimize real-time requirements
Radiation detection used in positron emission tomography (PET) exploit the timing information to remove background noise and refine the position measurement through time-of-flight (TOF) information. In PET, very fine time resolution (in the order of 10 ps FWHM) would not only improve contrast in the image, but would also enable real-time image reconstruction without iterative or back-projected algorithms. The current performance limitations will be pushed off through the optimization of faster light emission mechanisms (prompts photons), after which the burden of timing resolution will fall to the readout optoelectronics. Digital SPAD arrays offer compelling possibilities to minimize timing jitter in these future detector systems such per-cell timestamps granularity and per-cell configuration parameters, providing a highly flexible signal processing environment. However, processing hundreds of timestamps per detection event places a toll on the real-time processing, which increases rapidly with embedded channel count. Furthermore, if the processing is sent to an external device such as an FPGA, the bandwidth and related power requirements also increase. The simulation flow presented here offers perspectives on how many time to digital converters (TDC) would be required to reach the 10 ps FWHM CTR range for PET. Using this information, designers can estimate the compromises between timing performance, bandwidth requirements, data transmission, power consumption and real-time dataflow processing in the DAQ at the chip and system level. With a standard 1.1 × 1.1 × 3.0 mm3 LYSO scintillator, the coincidence timing resolution (CTR) changed by less than 3% within the range of 4 to 484 implemented TDCs for evaluated system conditions. On the other hand, an LYSO-based photonic crystal with 2.5% prompt emission rate needs a detector with at least 36 TDCs to reach within 3% CTR of an equivalent array with one TDC per SPAD. This gives significant insights on how this change of crystal material will affect system real time requirements for future detector design.
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