Challenges
Datasets
Workspaces
Papers
Discussions
Leaderboard
Log inSign up
Challenges
Datasets
Workspaces
Papers
Discussions
Leaderboard
Blog
Job Board
Q3AS

© 2026 Aqora Quantum S.A.S.

TermsPrivacyLegal Notice

Physical Review A

Practical discrete-modulated continuous-variable quantum key distribution with one-time shot-noise unit calibration

Mingze Wu, Junhui Li, Song Yu, Yichen Zhang

Published Apr 22, 2026• 0 citations
Publisher
DOI
10.1103/mcdz-yj4f

Related papers

Practical performance of real-time shot-noise measurement in continuous-variable quantum key distribution

Tao Wang, Peng Huang, Yingming Zhou +2 more

Quantum Information Processing•Dec 8, 2017•16 citations

Finite sampling bandwidth effect on practical security of discretely modulated continuous-variable quantum key distribution

Junkai Hu, Yijun Wang, Yun Jie Mao +3 more

Quantum Information Processing•Dec 21, 2022•1 citation

One-Time Shot-Noise Unit Calibration Method for Continuous-Variable Quantum Key Distribution

Yichen Zhang, Yundi Huang, Ziyang Chen +3 more

The shot-noise unit in continuous-variable quantum key distribution plays an important and fundamental role in experimental implementation, as it is used as a normalization parameter that contributes to performing security analyses and distilling key information. However, the traditional calibration procedure and detector model cannot cover all system noise in practical applications, which results in loopholes and influences the practical security. What is more, the traditional procedure is also rather complicated and has difficulty in providing compatibility with automatic operating systems. In this paper, we propose a calibration model based on a proposed trusted detector model, which could naturally close the loopholes in practical applications. It can help to identify the shot-noise unit in only one step, which can not only effectively simplify the evaluation process but also reduce the statistical fluctuations, while two steps are needed in the traditional method. We prove its feasibility and derive a complete version of the corresponding entanglement-based model. A detailed security analysis against arbitrary collective attacks and numerous simulation results in both the asymptotic-limit regime and the finite-size regime are provided. A proof-of-principle experiment is implemented, and the results indicate that our one-time calibration model can be employed as a powerful alternative method for calibrating the shot-noise unit. Our method paves the way for the deployment of continuous-variable quantum key distribution with real-time calibration and automatic operation.

arXiv:1908.06230•Physical Review Applied•Feb 21, 2020•44 citations

Discretely modulated continuous-variable quantum key distribution without phase compensation

Mingze Wu, Xuesong Xu, Song Yu +2 more

Physical Review A•Jan 20, 2026•1 citation

Passive Local-oscillator Monitoring Assisted Parameter Estimation for Continuous-variable Quantum Key Distribution

Yun Shao, Yan Pan, Heng Wang +8 more

Abstract Continuous-variable quantum key distribution (CV-QKD) relies on the local oscillator (LO) not only as the phase reference for coherent detection but also as the basis for shot-noise unit (SNU) calibration in parameter estimation. In practical implementations, random LO intensity fluctuations distort the SNU normalization and thus bias the estimation of channel transmittance and excess noise, leading to inaccurate secret-key-rate evaluation. In this paper, we propose a passive LO-monitoring assisted parameter-estimation method for Gaussian-modulated coherent-state (GMCS) CV-QKD protocol. In the proposed scheme, the SNU is calibrated once using the average LO intensity before key distribution, while the LO fluctuation variance is monitored in real time through a passive monitoring branch. By incorporating the monitored fluctuation information into the parameter-estimation model, the bias induced by LO intensity fluctuations can be compensated without resorting to active real-time SNU calibration. Numerical simulations show that the proposed method yields estimated secret key rates close to those obtained under ideal LO conditions and significantly outperforms the conventional non-real-time SNU calibration method when the LO fluctuations become pronounced. The method provides a simple and practical way to improve the robustness and reliability of GMCS CV-QKD systems.

Journal of Physics Conference Series•Aug 1, 2026•0 citations

Unidimensional continuous-variable quantum key distribution with discrete modulation

Wei Zhao, Ronghua Shi, Yanyan Feng +1 more

Physics Letters A•Oct 16, 2019•17 citations
The shot-noise unit in continuous-variable quantum key distribution plays an important and fundamental role in experimental implementation, as it is used as a normalization parameter that contributes to performing security analyses and distilling key information. However, the traditional calibration procedure and detector model cannot cover all system noise in practical applications, which results in loopholes and influences the practical security. What is more, the traditional procedure is also rather complicated and has difficulty in providing compatibility with automatic operating systems. In this paper, we propose a calibration model based on a proposed trusted detector model, which could naturally close the loopholes in practical applications. It can help to identify the shot-noise unit in only one step, which can not only effectively simplify the evaluation process but also reduce the statistical fluctuations, while two steps are needed in the traditional method. We prove its feasibility and derive a complete version of the corresponding entanglement-based model. A detailed security analysis against arbitrary collective attacks and numerous simulation results in both the asymptotic-limit regime and the finite-size regime are provided. A proof-of-principle experiment is implemented, and the results indicate that our one-time calibration model can be employed as a powerful alternative method for calibrating the shot-noise unit. Our method paves the way for the deployment of continuous-variable quantum key distribution with real-time calibration and automatic operation.
Abstract Continuous-variable quantum key distribution (CV-QKD) relies on the local oscillator (LO) not only as the phase reference for coherent detection but also as the basis for shot-noise unit (SNU) calibration in parameter estimation. In practical implementations, random LO intensity fluctuations distort the SNU normalization and thus bias the estimation of channel transmittance and excess noise, leading to inaccurate secret-key-rate evaluation. In this paper, we propose a passive LO-monitoring assisted parameter-estimation method for Gaussian-modulated coherent-state (GMCS) CV-QKD protocol. In the proposed scheme, the SNU is calibrated once using the average LO intensity before key distribution, while the LO fluctuation variance is monitored in real time through a passive monitoring branch. By incorporating the monitored fluctuation information into the parameter-estimation model, the bias induced by LO intensity fluctuations can be compensated without resorting to active real-time SNU calibration. Numerical simulations show that the proposed method yields estimated secret key rates close to those obtained under ideal LO conditions and significantly outperforms the conventional non-real-time SNU calibration method when the LO fluctuations become pronounced. The method provides a simple and practical way to improve the robustness and reliability of GMCS CV-QKD systems.