• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利：CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法，用中文像聊天一样搜索，搜遍4000万医学文献。AI智能推荐，让科研检索更轻松。

立即免费搜索

文件翻译

保留排版，准确专业，支持PDF/Word/PPT等文件格式，支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述，25分钟生成高质量综述，智能提取关键信息，辅助科研写作。

立即免费体验

Passive Continuous Variable Measurement-Device-Independent Quantum Key Distribution Predictable with Machine Learning in Oceanic Turbulence.

作者信息

Yi Jianmin, Wu Hao, Guo Ying

机构信息

School of Automation, Central South University, Changsha 410083, China.

School of Computer Science, Beijing University of Posts and Telecommunications, Beijing 100876, China.

出版信息

Entropy (Basel). 2024 Feb 27;26(3):207. doi: 10.3390/e26030207.

DOI:10.3390/e26030207
PMID:38539719
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10969456/
Abstract

Building an underwater quantum network is necessary for various applications such as ocean exploration, environmental monitoring, and national defense. Motivated by characteristics of the oceanic turbulence channel, we suggest a machine learning approach to predicting the channel characteristics of continuous variable (CV) quantum key distribution (QKD) in challenging seawater environments. We consider the passive continuous variable (CV) measurement-device-independent (MDI) QKD in oceanic scenarios, since the passive-state preparation scheme offers simpler linear elements for preparation, resulting in reduced interaction with the practical environment. To provide a practical reference for underwater quantum communications, we suggest a prediction of transmittance for the ocean quantum links with a given neural network as an example of machine learning algorithms. The results have a good consistency with the real data within the allowable error range; this makes the passive CVQKD more promising for commercialization and implementation.

摘要
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/139d/10969456/3cd7e8d0d70d/entropy-26-00207-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/139d/10969456/d31f54d90570/entropy-26-00207-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/139d/10969456/b6e0b5bfc541/entropy-26-00207-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/139d/10969456/36881dc23ebc/entropy-26-00207-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/139d/10969456/9e98d8513f20/entropy-26-00207-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/139d/10969456/c82e807bc2cf/entropy-26-00207-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/139d/10969456/26abc92d2482/entropy-26-00207-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/139d/10969456/7fc372fff778/entropy-26-00207-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/139d/10969456/3cd7e8d0d70d/entropy-26-00207-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/139d/10969456/d31f54d90570/entropy-26-00207-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/139d/10969456/b6e0b5bfc541/entropy-26-00207-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/139d/10969456/36881dc23ebc/entropy-26-00207-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/139d/10969456/9e98d8513f20/entropy-26-00207-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/139d/10969456/c82e807bc2cf/entropy-26-00207-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/139d/10969456/26abc92d2482/entropy-26-00207-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/139d/10969456/7fc372fff778/entropy-26-00207-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/139d/10969456/3cd7e8d0d70d/entropy-26-00207-g008.jpg

相似文献

1
Passive Continuous Variable Measurement-Device-Independent Quantum Key Distribution Predictable with Machine Learning in Oceanic Turbulence.
Entropy (Basel). 2024 Feb 27;26(3):207. doi: 10.3390/e26030207.
2
Passive Continuous Variable Quantum Key Distribution through the Oceanic Turbulence.通过海洋湍流实现的被动连续变量量子密钥分发
Entropy (Basel). 2023 Feb 7;25(2):307. doi: 10.3390/e25020307.
3
Improving Underwater Continuous-Variable Measurement-Device-Independent Quantum Key Distribution via Zero-Photon Catalysis.通过零光子催化改进水下连续变量测量设备无关量子密钥分发
Entropy (Basel). 2020 May 19;22(5):571. doi: 10.3390/e22050571.
4
Neural Network-Based Prediction for Secret Key Rate of Underwater Continuous-Variable Quantum Key Distribution through a Seawater Channel.基于神经网络的海水信道水下连续变量量子密钥分发密钥率预测
Entropy (Basel). 2023 Jun 14;25(6):937. doi: 10.3390/e25060937.
5
Security Analysis of Continuous-Variable Measurement-Device-Independent Quantum Key Distribution Systems in Complex Communication Environments.复杂通信环境下连续变量测量设备无关量子密钥分发系统的安全性分析
Entropy (Basel). 2022 Jan 14;24(1):127. doi: 10.3390/e24010127.
6
Experimental free-space continuous-variable quantum key distribution with thermal source.基于热光源的自由空间连续变量量子密钥分发实验
Opt Lett. 2023 Mar 1;48(5):1184-1187. doi: 10.1364/OL.485166.
7
Phase self-aligned continuous-variable measurement-device-independent quantum key distribution.相位自对准连续变量测量设备无关量子密钥分发
Sci Rep. 2019 Jan 10;9(1):49. doi: 10.1038/s41598-018-36366-4.
8
Improving the Performance of Continuous-Variable Measurement-Device-Independent Quantum Key Distribution via a Noiseless Linear Amplifier.通过无噪声线性放大器提高连续变量测量设备无关量子密钥分发的性能
Entropy (Basel). 2021 Dec 16;23(12):1691. doi: 10.3390/e23121691.
9
Free Space Measurement Device Independent Quantum Key Distribution with Modulating Retro-Reflectors under Correlated Turbulent Channel.基于相关湍流信道下带调制后向反射器的自由空间测量设备无关量子密钥分发
Entropy (Basel). 2021 Oct 1;23(10):1299. doi: 10.3390/e23101299.
10
Reference-frame-independent, measurement-device-independent quantum key distribution using fewer quantum states.使用较少量子态的与参考系无关、与测量设备无关的量子密钥分发。
Opt Lett. 2020 May 1;45(9):2624-2627. doi: 10.1364/OL.389440.

本文引用的文献

1
Neural network-based prediction of the secret-key rate of quantum key distribution.基于神经网络的量子密钥分发密钥率预测
Sci Rep. 2022 May 25;12(1):8879. doi: 10.1038/s41598-022-12647-x.
2
Security Analysis of a Passive Continuous-Variable Quantum Key Distribution by Considering Finite-Size Effect.考虑有限尺寸效应的被动连续变量量子密钥分发的安全性分析
Entropy (Basel). 2021 Dec 19;23(12):1698. doi: 10.3390/e23121698.
3
Experimental underwater quantum key distribution.实验性水下量子密钥分发。
Opt Express. 2021 Mar 15;29(6):8725-8736. doi: 10.1364/OE.418323.
4
Practical non-Poissonian light source for passive decoy state quantum key distribution.用于被动诱骗态量子密钥分发的实用非泊松光光源。
Opt Lett. 2010 Oct 15;35(20):3393-5. doi: 10.1364/OL.35.003393.
5
Simple and efficient quantum key distribution with parametric down-conversion.基于参量下转换的简单高效量子密钥分发
Phys Rev Lett. 2007 Nov 2;99(18):180503. doi: 10.1103/PhysRevLett.99.180503.
6
Quantum key distribution using gaussian-modulated coherent states.使用高斯调制相干态的量子密钥分发。
Nature. 2003 Jan 16;421(6920):238-41. doi: 10.1038/nature01289.