| 题名 | Identification of Diffracted Vortex Beams at Different Propagation Distances Using Deep Learning |
| 作者 | |
| 通讯作者 | You, Chenglong; Jin, Rui-Bo |
| 发表日期 | 2022-03-30
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| DOI | |
| 发表期刊 | |
| ISSN | 2296-424X
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| 卷号 | 10 |
| 摘要 | The Orbital angular momentum (OAM) of light is regarded as a valuable resource in quantum technology, especially in quantum communication and quantum sensing and ranging. However, the OAM state of light is susceptible to undesirable experimental conditions such as propagation distance and phase distortions, which hinders the potential for the realistic implementation of relevant technologies. In this article, we exploit an enhanced deep learning neural network to identify different OAM modes of light at multiple propagation distances with phase distortions. Specifically, our trained deep learning neural network can efficiently identify the vortex beam's topological charge and propagation distance with 97% accuracy. Our technique has important implications for OAM based communication and sensing protocols. |
| 关键词 | |
| 相关链接 | [来源记录] |
| 收录类别 | |
| 语种 | 英语
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| 学校署名 | 通讯
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| WOS研究方向 | Physics
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| WOS类目 | Physics, Multidisciplinary
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| WOS记录号 | WOS:000828382700001
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| 出版者 | |
| 来源库 | Web of Science
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| 引用统计 |
被引频次[WOS]：4
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| 成果类型 | 期刊论文 |
| 条目标识符 | http://sustech.caswiz.com/handle/2SGJ60CL/359464 |
| 专题 | 量子科学与工程研究院 |
| 作者单位 | 1.Wuhan Inst Technol, Hubei Key Lab Opt Informat & Pattern Recognit, Wuhan, Peoples R China 2.Louisiana State Univ, Dept Phys & Astron, Quantum Photon Lab, Baton Rouge, LA 70803 USA 3.Southern Univ Sci & Technol, Guangdong Prov Key Lab Quantum Sci & Engn, Shenzhen, Peoples R China |
| 通讯作者单位 | 量子科学与工程研究院 |
| 推荐引用方式 GB/T 7714 |
Lv, Heng,Guo, Yan,Yang, Zi-Xiang,et al. Identification of Diffracted Vortex Beams at Different Propagation Distances Using Deep Learning[J]. Frontiers in Physics,2022,10.
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| APA |
Lv, Heng.,Guo, Yan.,Yang, Zi-Xiang.,Ding, Chunling.,Cai, Wu-Hao.,...&Jin, Rui-Bo.(2022).Identification of Diffracted Vortex Beams at Different Propagation Distances Using Deep Learning.Frontiers in Physics,10.
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| MLA |
Lv, Heng,et al."Identification of Diffracted Vortex Beams at Different Propagation Distances Using Deep Learning".Frontiers in Physics 10(2022).
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| 条目包含的文件 | 条目无相关文件。 | |||||
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