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arXiv 1906.03285cond-mat.mtrl-sciphysics.ins-det
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通过时间分辨测量缓解聚焦离子束显微镜的源射频噪声

Source Shot Noise Mitigation in Focused Ion Beam Microscopy by Time-Resolved Measurement

Boston University(波士顿大学);Massachusetts Institute of Technology(麻省理工学院)

Minxu Peng, John Murray-Bruce, Karl K. Berggren, Vivek K Goyal

AI总结:

通过时间分辨测量和最大似然估计,显著降低聚焦离子束显微镜的源射频噪声影响,实验表明图像准确性可提升或剂量可减少约3倍。

摘要:

聚焦离子束(FIB)显微镜受到源射频噪声的影响,即在任何固定停留时间内入射离子数量的随机变化,以及每入射一个离子所检测到的二次电子数量的随机变化。这种多重随机源会增加测量的方差,从而恶化入射离子剂量与图像准确性之间的权衡。通过结合时间分辨传感和由此产生的测量集的最大似然估计,可以大大减少源射频噪声的影响。通过Fisher信息分析和蒙特卡洛模拟,证明了均方误差的减少或所需剂量的减少大约等于二次电子产率。使用氦离子显微镜(HIM)进行的实验与分析一致,并表明在固定源剂量下可提高准确性,或在所需成像精度下减少源剂量,约减少3倍。

英文摘要:

Focused ion beam (FIB) microscopy suffers from source shot noise - random variation in the number of incident ions in any fixed dwell time - along with random variation in the number of detected secondary electrons per incident ion. This multiplicity of sources of randomness increases the variance of the measurements and thus worsens the trade-off between incident ion dose and image accuracy. Time-resolved sensing combined with maximum likelihood estimation from the resulting sets of measurements greatly reduces the effect of source shot noise. Through Fisher information analysis and Monte Carlo simulations, the reduction in mean-squared error or reduction in required dose is shown to be by a factor approximately equal to the secondary electron yield. Experiments with a helium ion microscope (HIM) are consistent with the analyses and suggest accuracy improvement for a fixed source dose, or reduced source dose for a desired imaging accuracy, by a factor of about 3.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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