- Access by Xinjiang University
Realistic detector model for a time-bin-encoding quantum key distribution system
Phys. Rev. Applied 23, 054071 – Published 27 May, 2025
DOI: https://doi.org/10.1103/PhysRevApplied.23.054071
Abstract
In light of the growing widely utilized single-photon avalanche detectors, dead time is inevitable due to the presence of afterpulse. Dead time is a critical factor that influences the count rate and the secret key rate (SKR) of quantum key distribution (QKD). It is particularly significant in time-bin-encoding systems, while prior models fail to accurately estimate the gains. Of note, it introduces correlations between early bins and late bins, hence bits with strong correlation and security risks. Here, we put forward a realistic model that precisely characterizes the response of detectors for time-bin-encoding systems. Our model not only improves the accuracy of gain predictions, showing an excellent match with the Monte Carlo simulation results, but also provides theoretical support for data processing, helping to mitigate security risks. Finally, leveraging our model, we can get a much higher SKR than prior models and further enhance the performance of practical QKD systems by adjusting the detector parameters. Our simulation results demonstrate that our model is essential for the application and deployment of QKD systems in practice.
Physics Subject Headings (PhySH)
Article Text
References (42)
- C. H. Bennett and G. Brassard, in Proceedings of the IEEE International Conference on Computers, Systems, and Signal Processing (IEEE, Piscataway, NJ, 1984), p. 175.
- A. K. Ekert, in Quantum Measurements in Optics (Springer, New York, 1992), pp. 413–418.
- N. Gisin, G. Ribordy, W. Tittel, and H. Zbinden, Quantum cryptography, Rev. Mod. Phys. 74, 145 (2002).
- H.-K. Lo and H. F. Chau, Unconditional security of quantum key distribution over arbitrarily long distances, Science 283, 2050 (1999).
- P. W. Shor and J. Preskill, Simple proof of security of the BB84 quantum key distribution protocol, Phys. Rev. Lett. 85, 441 (2000).
- R. Renner, Security of quantum key distribution, Int. J. Quantum Inf. 6, 1 (2008).
- D. Gottesman, H.-K. Lo, N. Lutkenhaus, and J. Preskill, in Proceedings of the International Symposium on Information Theory, 2004, ISIT 2004 (IEEE, Piscataway, NJ, 2004), p. 136.
- X.-B. Wang, Beating the photon-number-splitting attack in practical quantum cryptography, Phys. Rev. Lett. 94, 230503 (2005).
- H.-K. Lo, X. Ma, and K. Chen, Decoy state quantum key distribution, Phys. Rev. Lett. 94, 230504 (2005).
- H.-K. Lo, M. Curty, and B. Qi, Measurement-device-independent quantum key distribution, Phys. Rev. Lett. 108, 130503 (2012).
- X.-B. Wang, Z.-W. Yu, and X.-L. Hu, Twin-field quantum key distribution with large misalignment error, Phys. Rev. A 98, 062323 (2018).
- A. Laing, V. Scarani, J. G. Rarity, and J. L. O’Brien, Reference-frame-independent quantum key distribution, Phys. Rev. A 82, 012304 (2010).
- L. Comandar, M. Lucamarini, B. Fröhlich, J. Dynes, A. Sharpe, S.-B. Tam, Z. Yuan, R. Penty, and A. Shields, Quantum key distribution without detector vulnerabilities using optically seeded lasers, Nat. Photonics 10, 312 (2016).
- S.-K. Liao, W.-Q. Cai, W.-Y. Liu, L. Zhang, Y. Li, J.-G. Ren, J. Yin, Q. Shen, Y. Cao, Z.-P. Li et al., Satellite-to-ground quantum key distribution, Nature 549, 43 (2017).
- A. Boaron, G. Boso, D. Rusca, C. Vulliez, C. Autebert, M. Caloz, M. Perrenoud, G. Gras, F. Bussières, M.-J. Li et al., Secure quantum key distribution over 421 km of optical fiber, Phys. Rev. Lett. 121, 190502 (2018).
- J.-P. Chen, C. Zhang, Y. Liu, C. Jiang, W. Zhang, X.-L. Hu, J.-Y. Guan, Z.-W. Yu, H. Xu, J. Lin et al., Sending-or-not-sending with independent lasers: Secure twin-field quantum key distribution over 509 km, Phys. Rev. Lett. 124, 070501 (2020).
- J. Zhang, M. A. Itzler, H. Zbinden, and J.-W. Pan, Advances in / single-photon detector systems for quantum communication, Light Sci. Appl. 4, e286 (2015).
- G.-J. Fan-Yuan, C. Wang, S. Wang, Z.-Q. Yin, H. Liu, W. Chen, D.-Y. He, Z.-F. Han, and G.-C. Guo, Afterpulse analysis for quantum key distribution, Phys. Rev. Appl. 10, 064032 (2018).
- F.-X. Wang, W. Chen, Y.-P. Li, D.-Y. He, C. Wang, Y.-G. Han, S. Wang, Z.-Q. Yin, and Z.-F. Han, Non-Markovian property of afterpulsing effect in single-photon avalanche detector, J. Lightwave Technol. 34, 3610 (2016).
- X.-J. Huang, F.-Y. Lu, S. Wang, Z.-Q. Yin, Z.-H. Wang, W. Chen, D.-Y. He, G.-J. Fan-Yuan, G.-C. Guo, and Z.-F. Han, Dependency model for high-performance quantum-key-distribution systems, Phys. Rev. A 106, 062607 (2022).
- A. V. Losev, V. V. Zavodilenko, A. A. Koziy, A. A. Filyaev, K. I. Khomyakova, Y. V. Kurochkin, and A. A. Gorbatsevich, Dead time duration and active reset influence on the afterpulse probability of / single-photon avalanche diodes, IEEE J. Quantum Electron. 58, 1 (2022).
- S. Jiang and M. Safari, High-speed quantum key distribution using dead-time compensated detector arrays, J. Lightwave Technol. 42, 3712 (2024).
- E. Diamanti, Security and Implementation of Differential Phase Shift Quantum key Distribution Systems, Ph.D. thesis, Stanford University, 2006.
- D. Stucki, N. Gisin, O. Guinnard, G. Ribordy, and H. Zbinden, Quantum key distribution over 67 km with a plug&play system, New J. Phys. 4, 41 (2002).
- A. R. Dixon, Z. L. Yuan, J. F. Dynes, A. W. Sharpe, and A. J. Shields, Continuous operation of high bit rate quantum key distribution, Appl. Phys. Lett. 96, 161102 (2010).
- W.-Y. Liang, S. Wang, H.-W. Li, Z.-Q. Yin, W. Chen, Y. Yao, J.-Z. Huang, G.-C. Guo, and Z.-F. Han, Proof-of-principle experiment of reference-frame-independent quantum key distribution with phase coding, Sci. Rep. 4, 3617 (2014).
- H.-L. Yin, P. Liu, W.-W. Dai, Z.-H. Ci, J. Gu, T. Gao, Q.-W. Wang, and Z.-Y. Shen, Experimental composable security decoy-state quantum key distribution using time-phase encoding, Opt. Express 28, 29479 (2020).
- Y.-L. Tang, C. Zhou, D.-D. Li, Z.-L. Xie, M.-L. Xu, J. Sun, Z.-X. Zhang, L.-J. Jiang, L.-W. Wang, G.-Q. Liu et al., Time-bin phase-encoding quantum key distribution using Sagnac-based optics and compatible electronics, Opt. Express 31, 26335 (2023).
- F.-Y. Lu, Z.-H. Wang, V. Zapatero, J.-L. Chen, S. Wang, Z.-Q. Yin, M. Curty, D.-Y. He, R. Wang, W. Chen et al., Experimental demonstration of fully passive quantum key distribution, Phys. Rev. Lett. 131, 110802 (2023).
- I. De Marco, R. I. Woodward, G. L. Roberts, T. K. Paraïso, T. Roger, M. Sanzaro, M. Lucamarini, Z. Yuan, and A. J. Shields, Real-time operation of a multi-rate, multi-protocol quantum key distribution transmitter, Optica 8, 911 (2021).
- F. Grünenfelder, A. Boaron, G. V. Resta, M. Perrenoud, D. Rusca, C. Barreiro, R. Houlmann, R. Sax, L. Stasi, S. El-Khoury et al., Fast single-photon detectors and real-time key distillation enable high secret-key-rate quantum key distribution systems, Nat. Photonics 17, 422 (2023).
- Z.-W. Yu, Y.-H. Zhou, and X.-B. Wang, Reexamination of decoy-state quantum key distribution with biased bases, Phys. Rev. A 93, 032307 (2016).
- N. Jain, C. Wittmann, L. Lydersen, C. Wiechers, D. Elser, C. Marquardt, V. Makarov, and G. Leuchs, Device calibration impacts security of quantum key distribution, Phys. Rev. Lett. 107, 110501 (2011).
- X. Ma, B. Qi, Y. Zhao, and H.-K. Lo, Practical decoy state for quantum key distribution, Phys. Rev. A 72, 012326 (2005).
- C. C. W. Lim, M. Curty, N. Walenta, F. Xu, and H. Zbinden, Concise security bounds for practical decoy-state quantum key distribution, Phys. Rev. A 89, 022307 (2014).
- D. Stucki, C. Barreiro, S. Fasel, J.-D. Gautier, O. Gay, N. Gisin, R. Thew, Y. Thoma, P. Trinkler, F. Vannel et al., Continuous high speed coherent one-way quantum key distribution, Opt. Express 17, 13326 (2009).
- D. Stucki, N. Walenta, F. Vannel, R. T. Thew, N. Gisin, H. Zbinden, S. Gray, C. Towery, and S. Ten, High rate, long-distance quantum key distribution over 250 km of ultra low loss fibres, New J. Phys. 11, 075003 (2009).
- N. Gisin, G. Ribordy, H. Zbinden, D. Stucki, N. Brunner, and V. Scarani, Towards practical and fast quantum cryptography, arXiv:quant-ph/0411022.
- B. Korzh, N. Walenta, R. Houlmann, and H. Zbinden, A high-speed multi-protocol quantum key distribution transmitter based on a dual-drive modulator, Opt. Express 21, 19579 (2013).
- K. Tamaki, M. Curty, G. Kato, H.-K. Lo, and K. Azuma, Loss-tolerant quantum cryptography with imperfect sources, Phys. Rev. A 90, 052314 (2014).
- B. Korzh, C. C. W. Lim, R. Houlmann, N. Gisin, M. J. Li, D. Nolan, B. Sanguinetti, R. Thew, and H. Zbinden, Provably secure and practical quantum key distribution over 307 km of optical fibre, Nat. Photonics 9, 163 (2015).
- G.-J. Fan-Yuan, J. Teng, S. Wang, Z.-Q. Yin, W. Chen, D.-Y. He, G.-C. Guo, and Z.-F. Han, Optimizing single-photon avalanche photodiodes for dynamic quantum key distribution networks, Phys. Rev. Appl. 13, 054027 (2020).