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Differentiable design of a double-freeform lens with multi-level radial basis functions for extended source irradiance tailoring
Tang, Haisong1,2; Li, Haoran1,2; Feng, Zexin1,2; Luo, Yi3; Mao, Xianglong4
作者部门空间光子信息新技术研究室
2024-05-20
发表期刊Optica
ISSN23342536
卷号11期号:5页码:653-664
产权排序4
摘要

Freeform optics are key for generating prescribed illumination patterns from given sources, which are crucial for solid-state lighting and machine vision illumination. There is an increasing demand for compact freeform optics, which presents a substantial challenge for current design methods since the source dimensions must be considered. Most current extended-source design methods, although requiring profound knowledge of optics and mathematics, focus on the modest goal of obtaining uniform irradiance distributions. We address a more challenging design problem of generating an irradiance distribution of arbitrary shape through a double-freeform lens that can fully encompass the extended source. We propose a differentiable design method whose uniqueness lies in the representation of the double-freeform surfaces using multi-level spherical radial basis functions, which has a natural link to a multi-scale optimization technique. In addition, we employ a sequential unconstrained minimization technology complemented with Lagrange multipliers that add key feasibility constraints on lens shape and size. The proposed method is flexible, general, and efficient in designing highly compact freeform lenses for generating both simple and complex irradiance distributions, as demonstrated through the design examples. This could enable a universal solution to the extended-source design problem. © 2024 Optica Publishing Group.

DOI10.1364/OPTICA.520485
收录类别EI
语种英语
出版者Optica Publishing Group (formerly OSA)
EI入藏号20242116151703
引用统计
文献类型期刊论文
条目标识符http://ir.opt.ac.cn/handle/181661/97500
专题空间光子信息新技术研究室
通讯作者Feng, Zexin
作者单位1.Beijing Engineering Research Center of Mixed Reality and Advanced Display, School of Optics and Photonics, Beijing Institute of Technology, Beijing; 100081, China;
2.MOE Key Laboratory of Optoelectronic Imaging Technology and Systems, Beijing Institute of Technology, Beijing; 100081, China;
3.Beijing National Research Center for Information Science and Technology, Department of Electronic Engineering, Tsinghua University, Beijing; 100084, China;
4.The New Technology Laboratory of Space Photon Information, Xi’an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Shaanxi, Xi’an; 710119, China
推荐引用方式
GB/T 7714
Tang, Haisong,Li, Haoran,Feng, Zexin,et al. Differentiable design of a double-freeform lens with multi-level radial basis functions for extended source irradiance tailoring[J]. Optica,2024,11(5):653-664.
APA Tang, Haisong,Li, Haoran,Feng, Zexin,Luo, Yi,&Mao, Xianglong.(2024).Differentiable design of a double-freeform lens with multi-level radial basis functions for extended source irradiance tailoring.Optica,11(5),653-664.
MLA Tang, Haisong,et al."Differentiable design of a double-freeform lens with multi-level radial basis functions for extended source irradiance tailoring".Optica 11.5(2024):653-664.
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