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基于Gate与Matlab的PET电子学仿真系统研究
引用本文:杨龙,梁国栋,张如美.基于Gate与Matlab的PET电子学仿真系统研究[J].原子核物理评论,2019,36(4):447-455.
作者姓名:杨龙  梁国栋  张如美
作者单位:东软医疗系统股份有限公司, 沈阳 110167
摘    要:正电子发射断层成像PET (Positron Emission Tomography)是一套庞大、复杂而又极其精密的大型医疗设备,由成千上万个探测单元及相应的信号采集通道组成,其复杂的采集逻辑直接导致系统前期研发迭代次数多、硬件调试困难,且时间与资金成本投入高。本文通过研究PET系统整体结构及前端电子采集模块的功能,设计出基于Gate仿真软件(Geant4 application for tomographic emission)和MATLAB (matrixlaboratory,Mathworks Inc.)数据处理包的PET电子学仿真架构,利用数字化单事件重建DiSER (digitalsingle-event-reconstruction)模型将Gate仿真得到的湮灭事件的能量、时间信息进行综合,转换为光子脉冲信号并由模数转换器ADC (analog-to-digital converter)进行量化,量化数据输入到现场可编程门阵列FPGA (field programmable gate array)和MATLAB协仿真模块中,验证FPGA硬件采集算法的可行性。待各模块的湮灭事件采集完毕,将多模块数据进一步综合输入到FPGA符合处理模块中,完成PET系统符合单元的功能验证。最后,将设计的算法在基于飞行时间技术的TOF (time-of flight)-PET样机上进行了测试,验证了设计的有效性和正确性。该系统仿真平台可应用于PET系统整个研发周期,其搭建思路也可灵活、有效地拓展到其他领域的系统建模与验证之中。

关 键 词:TOF-PET    Gate    Matlab    FPGA    协仿真
收稿时间:2019-04-18

Research on Electronic Simulation System of PET Based on Gate and Matlab
YANG Long,LIANG Guodong,ZHANG Rumei.Research on Electronic Simulation System of PET Based on Gate and Matlab[J].Nuclear Physics Review,2019,36(4):447-455.
Authors:YANG Long  LIANG Guodong  ZHANG Rumei
Institution:Neusoft Medical Systems CO., Ltd., Shenyang 110167, China
Abstract:Positron emission tomography (PET) is a technology intensive complex medical product containing thousands of detector and data sampling channels, which leads to difficult debugging, excessive iterations, timeconsuming and high cost in early R&D stage. For solving this problem, a PET electrical simulation system was constructed in the paper based on Gate (Geant4 application for tomographic emission) and MATLAB (matrix laboratory, Mathworks Inc.). Firstly, the annihilation events with TOF (time-of flight) information are recorded by Gate and converted into photon pulse signals using DiSER (digital-single-event-reconstruction) model. The pulses are quantified by ADC (analog-to-digital converter) and transferred to the co-simulation module of FPGA (field programmable gate array) and MATLAB to verify the feasibility of FPGA-based hardware acquisition algorithm. Secondly, the data latched by co-simulation platform is presented to the coincidence processor implementable by FPGA in a pipelined manner to verify the algorithm's validity and optimality. Finally, the proposed simulation model is verified by experiments using a TOF-PET prototype and the Gate-Matlab co-simulation platform presented in the paper can span the development lifecycle of PET, and the basic ideas and principles can be extended to other fields flexibly.
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