基于内点法的 CTIS 元表面 CGH 优化

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2024-04-03 DOI:10.1088/1612-202x/ad3815
Pengwei Zhou, Jiamin Zhou, Yangfan Lv
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引用次数: 0

摘要

在计算机断层扫描成像光谱仪(CTIS)的设计中,为了优化全息光栅并获得更好的设计性能,本文提出了一种基于 Gerchberg-Saxton (GS) 迭代算法的新型优化算法。该算法结合了加权 GS 算法和内点法(IPM)。通过在 GS 算法的优化过程中引入相位和振幅的权重因子,并将从计算机仿真技术工作室套件获得的全息光栅的实际衍射特性纳入 IPM 优化过程,实现了更优化的设计性能。利用该算法,设计出了一种元面全息光栅,可将输入的平行光转化为焦平面阵列上 25 个衍射阶次的色散图像。其传输效率超过 72%,不同衍射阶数之间的均方根误差小于 0.1。其中,由于对称性显著减少了自变量的数量,优化时间缩短了约 70%。通过比较,该方法可以在原有算法的基础上进一步提高能量分布的均匀性,避免陷入局部极值,从而提高 CTIS 的整体设计质量。
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Metasurface CGH optimization for CTIS based on interior point method
In the design of the Computed Tomographic Imaging Spectrometer (CTIS), in order to optimize the holographic grating and achieve better design performance, this paper proposes a novel optimization algorithm based on the Gerchberg–Saxton (GS) iterative algorithm. This algorithm combines the weighted GS algorithm with the interior point method (IPM). By introducing weight factors for phase and amplitude in the optimization process of the GS algorithm, and incorporating the actual diffraction characteristics of the holographic grating obtained from the Computer Simulation Technology Studio Suite into the IPM optimization process, a more optimized design performance is achieved. Using this algorithm, a metasurface holographic grating is designed, which can transform the input parallel light into a dispersion image of 25 diffraction orders on a focal plane array. The transmission efficiency exceeds 72%, and the root mean square error between different diffraction orders is less than 0.1. Among them, the optimization time is shortened by approximately 70% due to a significant reduction in the number of independent variables through symmetry. Through comparison, this method can further improve the uniformity of energy distribution based on the original algorithm, avoid being trapped in local extreme values, and thus enhance the overall design quality of the CTIS.
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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