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Mask Edge Effects in Optical Lithography and Chip Level Modeling Methods.

机译:光刻技术中的掩模边缘效应和芯片级建模方法。

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摘要

This dissertation presents a full framework for modeling transmission effects due to three-dimensional mask topography in optical lithography from solving Maxwell's equations using rigorous simulation through fast-CAD for full chip level aerial image quality characterization in optical projection printing. As the semiconductor industry advances to the 22nm technology node where features are sub-wavelength, lithography imaging must be accurate to the nanometer. Non-ideal transmission caused by scattering off of mask edges has become an increasingly important source of inaccuracies in lithography modeling. Here mask edge effects are treated in two modules: modeling the near field scattering phenomena and then moving that information into fast-CAD first cut accurate simulation.;Phase errors induced by mask edges lead to an asymmetric behavior through focus, which when combined with polarization dependent effects lead to significant loss in the process window. Phase shifting masks, leveraging image benefits of 0° and 180° transmission, further complicate the interplay of partial signal delay and the resulting complex phase errors. It is shown that for even conservative imaging scenarios up to 40% of the focus latitude is lost.;Two methods for characterizing this scattering induced by mask edges are introduced. The first is an experimental approach, which uses gratings to characterize the polarization dependent magnitude of these errors as might be utilized in an inexpensive mask monitoring apparatus. The second method examines the direct near field behavior with simulation, leading to more accurate phase information as well as guidelines for edge-to-edge cross-talk. A MoSi attenuating 180° phase shift mask was characterized in detail, with boundary layer values of about 20 nm (1/10 lambda) in mask dimensions even for high off-axis illumination. Non-attenuating chromeless masks and complicated mask stacks such as TaSiO2 showed significant electromagnetic errors as high as 1/4 lambda, suggesting that they are not viable for advanced lithography applications. Further, a study of a hypothetical thin phase shifting mask showed that the phase error effects is inherent to the use of neighboring phase wells, and cannot be remedied by material improvements.;The most significant contribution of this dissertation is the development of Source-Pupil Kernel Convolution with Pattern Matching (SP-KCPM) that connects the information gained from boundary layer modeling to fast-CAD pattern matching tools, achieving a 104 speedup compared to conventional imaging. SP-KCPM is built on a computational engine developed by Frank Gennari that optimizes the process of pixel based multiplication of a target pattern across large layouts. The degree of similarity is then used in SP-KCPM to estimate aerial image values. Full complex interactions are included, and along with a pupil-based framework enables more general imaging by including additional phenomena such as defocus, zernike aberrations, measured aberrations, and potentially resist and polarization effects without needing separate kernels or algebraic perturbations. Since the pupil calculation is generated automatically and can combine many effects, the need for deriving and confounding multiple physical phenomena has been eliminated. Proximity effects between features are also accounted for, removing the need for a prior image calculation or restrictions to a specific image contour. A new coherent source model combined with source splitting is used to generalize the aerial image quality assessment to distributed off-axis sources utilized in advanced resolution enhancement techniques.;This distributed source-pupil based convolution method has guaranteed impressive accuracy well beyond that historically reported for kernel convolution pattern matching methods at full chip speeds, thus enabling many new applications. Careful implementation considerations such as pattern size, gridding, normalization, and source clustering guided the development of a very accurate system. For various sources, dipole, annular, quad, and pixelated optimized sources, R 2 correlation is shown to be above 0.99. Additionally, effects of defocus, zernike aberrations, background aberrations, and asymmetric sources have all been shown to be accurate.;As an example of new applications, SP-KCPM was tested on highly pixelated sources used in source-mask-optimization, and accuracy of R2 = 0.99 was achieved on general layouts by splitting the source into 12 regions. This capability is used to demonstrate the ability to make decisions between source distributions and mask blanks. Realtime tracking of mask changes facilitates further applicability in optical proximity correction is sufficiently fact for interoperability as part of an optimization scheme. Hotspot detection is used to quickly make decisions between sources or mask types by assessing the impact an optimized source solution over a larger non-optimized layout region. Real time tracking of mask changes opens the door for SP-KCPM to be used for optimization techniques and optical proximity correction (OPC). SP-KCPM is shown to be a general tool, useful wherever fast imaging is at a premium with applicability in many forms of optical imaging such as inspection and character recognition, in addition to standard projection printing.
机译:本文提出了一个完整的框架,用于建模光学光刻中由于三维掩模形貌而引起的透射效应,该模型通过使用严格的仿真通过快速CAD解决麦克斯韦方程组,从而实现光学投影打印中全芯片级航拍图像质量表征。随着半导体行业发展到亚波长特征的22nm技术节点,光刻成像必须精确到纳米。由掩模边缘的散射引起的非理想透射已成为光刻建模中越来越不准确的重要根源。在此,将遮罩边缘效应分为两个模块处理:对近场散射现象建模,然后将这些信息移至快速CAD中,从而首先进行精确的仿真;遮罩边缘引起的相位误差会导致聚焦不对称,当与极化结合使用时相关影响会导致过程窗口中的大量损失。相移掩模利用了0°和180°传输的图像优势,进一步使部分信号延迟和由此产生的复杂相位误差的相互作用变得更加复杂。结果表明,即使是保守的成像场景,也会损失高达40%的聚焦纬度。;引入了两种表征由掩模边缘引起的散射的方法。第一种是实验方法,该方法使用光栅来表征这些误差的偏振相关幅度,如可在廉价的掩模监测设备中使用的那样。第二种方法通过仿真检查直接的近场行为,从而获得更准确的相位信息以及边到边串扰的准则。 MoSi衰减180°相移掩模的详细特征在于,即使对于高轴外照明,其掩模尺寸的边界层值也约为20 nm(1/10λ)。非衰减无铬掩模和诸如TaSiO2之类的复杂掩模叠层显示出高达1/4λ的显着电磁误差,这表明它们不适用于高级光刻应用。此外,对假设的薄相移掩膜的研究表明,相位误差效应是相邻相阱的使用所固有的,并且不能通过材料改进来弥补。;本论文的最重要贡献是Source-Pupil的发展带模式匹配的内核卷积(SP-KCPM)将从边界层建模获得的信息连接到快速CAD模式匹配工具,与传统成像相比,速度提高了104倍。 SP-KCPM建立在Frank Gennari开发的计算引擎上,该引擎可优化跨大型布局的目标图案基于像素的乘法过程。然后,在SP-KCPM中使用相似度来估计航空影像值。包括了完全复杂的相互作用,并且基于瞳孔的框架还可以通过包含其他现象(例如散焦,泽尼克像差,测量的像差以及潜在的抗蚀剂和极化效应)来实现更通用的成像,而无需单独的内核或代数摄动。由于瞳孔计算是自动生成的,并且可以结合多种效果,因此消除了推导和混淆多种物理现象的需要。还考虑了特征之间的邻近效果,从而无需进行先前的图像计算或对特定图像轮廓的限制。一种新的相干源模型与源拆分相结合,用于将航空图像质量评估推广到先进分辨率增强技术中使用的分布式离轴源。;这种基于分布式源-瞳孔的卷积方法保证了令人印象深刻的精度,远远超过了以往报道的全芯片速度的内核卷积模式匹配方法,从而支持许多新应用。仔细的实现注意事项(例如模式大小,网格划分,规范化和源聚类)指导了非常精确的系统的开发。对于各种源,偶极子,环形,四极和像素化优化源,R 2相关性都显示为高于0.99。此外,散焦,泽尼克像差,背景像差和不对称光源的影响都已被证明是准确的。作为新应用的一个示例,SP-KCPM在用于源掩模优化的高度像素化光源上进行了测试,并且通过将源划分为12个区域,在一般布局上实现了R2 = 0.99的精度。此功能用于演示在源分布和蒙版空白之间做出决策的能力。作为优化方案的一部分,对掩膜变化的实时跟踪有助于进一步实现光学接近度校正的适用性,这对于互操作性而言已足够。热点检测用于通过评估优化的源解决方​​案在较大的非优化布局区域上的影响来快速确定源或掩膜类型之间的决策。实时跟踪掩模变化,为SP-KCPM开启了大门,可用于优化技术和光学邻近校正(OPC)。 SP-KCPM被证明是一种通用工具,在快速成像非常有用的地方,除了标准投影打印外,它还可以用于许多形式的光学成像,例如检查和字符识别,该工具非常有用。

著录项

  • 作者

    Miller, Marshal.;

  • 作者单位

    University of California, Berkeley.;

  • 授予单位 University of California, Berkeley.;
  • 学科 Engineering Electronics and Electrical.
  • 学位 Ph.D.
  • 年度 2010
  • 页码 95 p.
  • 总页数 95
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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