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Preliminary Monte Carlo simulations of linear accelerators in Time-of-Flight Compton Scatter imaging for cargo security

机译:飞行时间康普顿散射成像中线性加速器的蒙特卡洛初步模拟,以确保货物安全

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The economic impact of illicit trade is in the trillions of dollars per year, with a proportion of this trade concealed within cargo containers. The interdiction of this trade relies upon efficient and effective external screening of cargo containers, typically using x rays. The present work introduces a technique of x-ray screening that aims to increase the efficiency and effectiveness of x-ray screening. Traditional X-ray screening of cargo containers is performed using high-energy (MV) transmission imaging or low-energy (kV) Compton scatter imaging to provide two-dimensional images. Two-dimensional images can contain complex, overlapping objects and require significant experience and time to interpret. Time-of-Flight information can be used in conjunction with Compton scatter imaging to provide information about the depth of each Compton scatter interaction, leading to three-dimensional images, reducing false positives and image analysis time. The expected Time-of-Flight from photons scattered back from a set of objects is well defined when the photons are produced with a delta-type (infinitely narrow) pulse duration, however, commercially available linear accelerators used for cargo screening typically have pulse widths of the order of 1 μs. In the present work, the possible use of linear accelerators for Time-of-Flight Compton scatter imaging is investigated using a mixture of analytic and Monte Carlo methods. Ideal data are obtained by convolving a number of wide x-ray pulses (up to 5 μs) with the expected Time-of-Flight from a set of objects using a delta-type pulse. Monte Carlo simulations, using Geant4, have been performed to generate x-ray spectra produced by a linear accelerator. The spectra are then used as the input for detailed Monte Carlo simulations of the Time-of-Flight of photons produced by a single linear accelerator pulse scattering back from a set of objects. Both ideal and Monte Carlo data suggest that Time-of-Flight information can be recovered from a wide linear accelerator pulse, provided that the leading and falling edge of the pulse are sharp. In addition, it has been found that using a linear accelerator leads to double the amount of Time-of-Flight information as both the leading and falling edge are utilised (unlike for a delta-type pulse).
机译:非法贸易的经济影响每年达数万亿美元,其中一部分贸易隐藏在货柜中。这种贸易的封锁依赖于对货物集装箱进行有效的外部筛查,通常使用X射线。本工作介绍了一种X射线检查技术,旨在提高X射线检查的效率和有效性。使用高能(MV)透射成像或低能(kV)康普顿散射成像执行货物集装箱的传统X射线检查,以提供二维图像。二维图像可能包含复杂的重叠对象,并且需要大量的经验和时间来解释。飞行时间信息可以与康普顿散射成像结合使用,以提供有关每个康普顿散射相互作用深度的信息,从而生成三维图像,从而减少误报和图像分析时间。当产生具有德尔塔型(无限窄)脉冲持续时间的光子时,可以很好地定义从一组对象散射回来的光子的预期飞行时间,但是,用于货物筛选的市售线性加速器通常具有脉冲宽度大约为1μs。在当前的工作中,使用分析和蒙特卡洛方法的混合研究了线性加速器在飞行时间康普顿散射成像中的可能用途。理想的数据是通过使用德尔塔型脉冲将一组目标的预期飞行时间与多个宽X射线脉冲(最高5μs)进行卷积而获得的。已经执行了使用Geant4的蒙特卡罗模拟,以生成由线性加速器产生的X射线光谱。然后将光谱用作由单个线性加速器脉冲从一组物体散射回而产生的光子飞行时间的详细蒙特卡洛模拟的输入。理想数据和蒙特卡洛数据均表明,只要脉冲的上升沿和下降沿都较尖锐,就可以从宽线性加速器脉冲中恢复飞行时间信息。此外,已经发现,使用线性加速器会导致飞行时间信息量增加一倍,因为同时利用了上升沿和下降沿(与增量型脉冲不同)。

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