All-optical image transmission through a dynamically perturbed multimode fiber and a ring-core fiber using diffractive deep neural networks.

IF 3.1 2区物理与天体物理 Q2 OPTICS

Optics letters Pub Date : 2024-11-15 DOI:10.1364/OL.541194

Jianping Zhu, Lei Zhu, Ran Gao, Xishuo Wang, Jianxin Ren, Shuaidong Chen, Zexuan Jing, Zhipei Li, Shanting Hu, Qinghua Tian, Bo Tian, Huan Chang, Dong Guo, Xiaolong Pan, Zheyu Wu, Xiangjun Xin, Bo Liu

引用次数: 0

Abstract

In this study, we present an all-optical image reconstruction technique leveraging a diffractive deep neural network (D2NN) within a ring-core fiber (RCF) architecture. Orbital angular momentum (OAM) modes are employed to facilitate imaging transmission. We experimentally validate the efficacy of our approach for complex field diffractive image reconstruction through a multimode fiber (MMF) and RCF at a 1550 nm operating wavelength. The experimental results demonstrate the superior performance of the proposed method in mitigating RCF scattering-to-restoration transformation issues, significantly outperforming traditional MMF-based imaging correction techniques.

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利用衍射深度神经网络，通过动态扰动多模光纤和环芯光纤进行全光图像传输。

在这项研究中，我们利用环芯光纤（RCF）架构中的衍射深度神经网络（D2NN），提出了一种全光学图像重建技术。采用轨道角动量（OAM）模式促进成像传输。我们通过实验验证了我们的方法在 1550 nm 工作波长下通过多模光纤（MMF）和 RCF 进行复杂场衍射图像重建的功效。实验结果表明，所提出的方法在缓解 RCF 散射到复原转换问题方面性能优越，明显优于传统的基于 MMF 的成像校正技术。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Optics letters 物理-光学

CiteScore

6.60

自引率

8.30%

发文量

2275

审稿时长

1.7 months

期刊介绍： The Optical Society (OSA) publishes high-quality, peer-reviewed articles in its portfolio of journals, which serve the full breadth of the optics and photonics community. Optics Letters offers rapid dissemination of new results in all areas of optics with short, original, peer-reviewed communications. Optics Letters covers the latest research in optical science, including optical measurements, optical components and devices, atmospheric optics, biomedical optics, Fourier optics, integrated optics, optical processing, optoelectronics, lasers, nonlinear optics, optical storage and holography, optical coherence, polarization, quantum electronics, ultrafast optical phenomena, photonic crystals, and fiber optics. Criteria used in determining acceptability of contributions include newsworthiness to a substantial part of the optics community and the effect of rapid publication on the research of others. This journal, published twice each month, is where readers look for the latest discoveries in optics.