论文标题
时间分辨的聚焦离子束显微镜:建模,估计方法和分析
Time-Resolved Focused Ion Beam Microscopy: Modeling, Estimation Methods, and Analyses
论文作者
论文摘要
在聚焦的离子束(FIB)显微镜中,源粒子与少量样品相互作用,以生成辅助电子,这些辅助电子以像素为像素,以产生显微照片。入射颗粒数量的随机性会导致显微照片的过度变化,超出了基础粒子样本相互作用的变化。我们最近证明,通过单像素对多个时间分辨的测量值的关节处理可以减轻氦离子显微镜中源射击噪声的这种影响。本文的重点是建立一个严格的框架,以了解这种方法的潜力。它在这些测量模型下引入了FIB显微镜的理想化连续和离散时间抽象,并具有直接电子检测和成像性能的估计理论限制。引入和分析了用于连续时间测量的新型估计器,并分析用于离散时间测量的估计器,并显示出随着时间分辨率的增加而接近其连续时间对应物。模拟的FIB显微镜结果与理论分析一致,并证明,通过时间分辨的测量,使常规FIB显微镜图像形成的实质性改善成为可能。
In a focused ion beam (FIB) microscope, source particles interact with a small volume of a sample to generate secondary electrons that are detected, pixel by pixel, to produce a micrograph. Randomness of the number of incident particles causes excess variation in the micrograph, beyond the variation in the underlying particle-sample interaction. We recently demonstrated that joint processing of multiple time-resolved measurements from a single pixel can mitigate this effect of source shot noise in helium ion microscopy. This paper is focused on establishing a rigorous framework for understanding the potential for this approach. It introduces idealized continuous- and discrete-time abstractions of FIB microscopy with direct electron detection and estimation-theoretic limits of imaging performance under these measurement models. Novel estimators for use with continuous-time measurements are introduced and analyzed, and estimators for use with discrete-time measurements are analyzed and shown to approach their continuous-time counterparts as time resolution is increased. Simulated FIB microscopy results are consistent with theoretical analyses and demonstrate that substantial improvements over conventional FIB microscopy image formation are made possible by time-resolved measurement.