Port-controllable routing of orbital angular momentum modes using a rotatable diffractive neural network

IF 6.4 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY
Junmin Liu, Jiafu Chen, Qingji Zeng, Zemin Liang, Xinping Wu, Xin Zhao, Jiangnan Xiao, Huapeng Ye, Ze Dong, Dianyuan Fan, Shuqing Chen
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引用次数: 0

Abstract

Orbital angular momentum (OAM) modes provide an additional orthogonal physical dimension, offering transformative potential for enhancing optical communication capacity. Despite significant progress in mode multiplexing, the development of robust communication networks faces persistent challenges, particularly in effectively routing and controlling these multiplexed channels among network nodes. To tackle these dilemmas, we propose a rotatable diffractive neural network (R-DNN) strategy and demonstrate its capability for port-controllable OAM mode routing. By leveraging the correlation between the orthogonal evolution of OAM modes in free space and phase modulations during propagation, the R-DNN precisely shapes the spatial evolution of mode fields through multiple rotatable phase layers, enabling efficient routing to specific output ports. This approach exploits the interaction of secondary wavelets with the relative states of the rotatable layers, allowing on-demand control of mode evolution paths and enhancing routing flexibility. As a proof of concept, we developed a tri-functional router that successfully directs three OAM modes to individually controllable output ports. This router achieves an average intermode crosstalk of less than −16.4 dB across three functional states, one-dimensional, two-dimensional, and cross-connected switching, while supporting the routing of 5.85 Tbit/s quadrature phase-shift keying signals. These results highlight the R-DNN’s effectiveness in achieving precise and controllable OAM mode manipulation, paving the way for advanced applications in mode-multiplexed communication networks and beyond.

使用可旋转衍射神经网络的轨道角动量模式端口可控路由
轨道角动量(OAM)模式提供了额外的正交物理维度,为增强光通信容量提供了变革潜力。尽管在模式复用方面取得了重大进展,但健壮通信网络的发展仍然面临着持续的挑战,特别是在网络节点之间有效路由和控制这些多路复用信道方面。为了解决这些难题,我们提出了一种旋转衍射神经网络(R-DNN)策略,并展示了其端口可控OAM模式路由的能力。通过利用自由空间中OAM模式的正交演化与传播过程中的相位调制之间的相关性,R-DNN通过多个可旋转的相位层精确地塑造模式场的空间演化,从而实现到特定输出端口的有效路由。该方法利用次级小波与可旋转层的相对状态的相互作用,允许按需控制模式演化路径并增强路由灵活性。作为概念验证,我们开发了一种三功能路由器,成功地将三种OAM模式定向到单独可控的输出端口。该路由器在一维、二维和交叉连接交换三种功能状态下实现了小于−16.4 dB的平均模间串扰,同时支持5.85 Tbit/s正交相移键控信号的路由。这些结果突出了R-DNN在实现精确和可控的OAM模式操作方面的有效性,为模式复用通信网络及其他领域的高级应用铺平了道路。
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来源期刊
Science China Physics, Mechanics & Astronomy
Science China Physics, Mechanics & Astronomy PHYSICS, MULTIDISCIPLINARY-
CiteScore
10.30
自引率
6.20%
发文量
4047
审稿时长
3 months
期刊介绍: Science China Physics, Mechanics & Astronomy, an academic journal cosponsored by the Chinese Academy of Sciences and the National Natural Science Foundation of China, and published by Science China Press, is committed to publishing high-quality, original results in both basic and applied research. Science China Physics, Mechanics & Astronomy, is published in both print and electronic forms. It is indexed by Science Citation Index. Categories of articles: Reviews summarize representative results and achievements in a particular topic or an area, comment on the current state of research, and advise on the research directions. The author’s own opinion and related discussion is requested. Research papers report on important original results in all areas of physics, mechanics and astronomy. Brief reports present short reports in a timely manner of the latest important results.
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