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Improved measurement accuracy in optical scatterometry using correction-based library search

机译:使用基于校正的库搜索提高了光散射法中的测量精度

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摘要

Library search is one of the most commonly used methods for solving the inverse problem in optical scatterometry. The final measurement accuracy of the conventional library search method highly depends on the grid interval selected for each parameter in the signature library, and the time cost of the parameter extraction increases dramatically when the grid interval is decreasing. In this paper, we propose a correction-based library search method to improve the measurement accuracy for a pre-generated signature library. We derive a formulation to estimate the error between the expected solution of the inverse problem and the actually searched solution obtained by the conventional library search method. Then we use the estimate of the error as a correction term to correct the actually searched solution to improve the measurement accuracy. Experiments performed on a photoresist grating have demonstrated that the proposed correction-based library search method can achieve much more accurate measurement with negligible computational penalty to the conventional library search method in the parameter extraction. It has also been observed that the correction-based library search method has higher measurement accuracy and less time cost than the interpolation-based library search method. The proposed correction-based library search method is expected to provide a more practical means to solve the inverse problem in state-of-the-art optical scatterometry.
机译:库搜索是解决光学散射法中反问题的最常用方法之一。传统库搜索方法的最终测量精度在很大程度上取决于为签名库中的每个参数选择的网格间隔,并且当网格间隔减小时,参数提取的时间成本将急剧增加。在本文中,我们提出了一种基于校正的库搜索方法,以提高预生成签名库的测量精度。我们导出一个公式,以估计反问题的预期解与通过常规库搜索方法获得的实际搜索解之间的误差。然后,我们使用误差的估计值作为校正项来校正实际搜索的解决方案,以提高测量精度。在光致抗蚀剂光栅上进行的实验表明,所提出的基于校正的库搜索方法可以在参数提取方面实现比传统库搜索方法更精确的测量,而计算量却可以忽略不计。还已经观察到,与基于插值的库搜索方法相比,基于校正的库搜索方法具有更高的测量精度和更少的时间成本。预期所提出的基于校正的库搜索方法将提供更实用的手段来解决最新的光学散射测量法中的逆问题。

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