Explicit asymptotic secret key rate of continuous-variable quantum key distribution with an arbitrary modulation
1Inria, France
2ENS Lyon, France
| Published: | 2021-09-13, volume 5, page 540 |
| Eprint: | arXiv:2103.13945v3 |
| Doi: | https://doi.org/10.22331/q-2021-09-13-540 |
| Citation: | Quantum 5, 540 (2021). |
Find this paper interesting or want to discuss? Scite or leave a comment on SciRate.
Abstract
We establish an analytical lower bound on the asymptotic secret key rate of continuous-variable quantum key distribution with an arbitrary modulation of coherent states. Previously, such bounds were only available for protocols with a Gaussian modulation, and numerical bounds existed in the case of simple phase-shift-keying modulations. The latter bounds were obtained as a solution of convex optimization problems and our new analytical bound matches the results of Ghorai $\textit{et al.}$ (2019), up to numerical precision. The more relevant case of quadrature amplitude modulation (QAM) could not be analyzed with the previous techniques, due to their large number of coherent states. Our bound shows that relatively small constellation sizes, with say 64 states, are essentially sufficient to obtain a performance close to a true Gaussian modulation and are therefore an attractive solution for large-scale deployment of continuous-variable quantum key distribution. We also derive similar bounds when the modulation consists of arbitrary states, not necessarily pure.

Popular summary
In this work, we provide a solution to this problem by deriving an explicit analytical lower bound on the asymptotic secret key rate of any standard one-way CV QKD protocol. Our analytical results allow us to account for imperfections in the state preparation and also straightforwardly to optimize the preparation constellations, further improving performance of the protocols.
► BibTeX data
► References
[1] C.H. Bennett and G. Brassard. Quantum cryptography: Public key distribution and coin tossing. In Proceedings of IEEE International Conference on Computers, Systems and Signal Processing, volume 175, 1984. 10.1016/j.tcs.2014.05.025.
https://doi.org/10.1016/j.tcs.2014.05.025
[2] Kamil Brádler and Christian Weedbrook. Security proof of continuous-variable quantum key distribution using three coherent states. Phys. Rev. A, 97 (2): 022310, 2018. 10.1103/PhysRevA.97.022310.
https://doi.org/10.1103/PhysRevA.97.022310
[3] Nicolas J Cerf, Marc Levy, and Gilles Van Assche. Quantum distribution of Gaussian keys using squeezed states. Phys. Rev. A, 63 (5): 052311, 2001. 10.1103/PhysRevA.63.052311.
https://doi.org/10.1103/PhysRevA.63.052311
[4] Matthias Christandl, Robert König, and Renato Renner. Postselection technique for quantum channels with applications to quantum cryptography. Phys. Rev. Lett., 102 (2): 020504, 2009. 10.1103/PhysRevLett.102.020504.
https://doi.org/10.1103/PhysRevLett.102.020504
[5] Aurélie Denys, Peter Brown, and Anthony Leverrier. Explicit asymptotic secret key rate of continuous-variable quantum key distribution with an arbitrary modulation of coherent states. arXiv preprint arXiv:2011.09746v1, 2021.
arXiv:2011.09746v1
[6] I. Devetak and A. Winter. Distillation of secret key and entanglement from quantum states. In Proc. R. Soc. A, volume 461, pages 207–235, 2005. 10.1098/rspa.2004.1372.
https://doi.org/10.1098/rspa.2004.1372
[7] Frederic Dupuis, Omar Fawzi, and Renato Renner. Entropy accumulation. Communications in Mathematical Physics, 379: 867–913, 2020. 10.1007/s00220-020-03839-5.
https://doi.org/10.1007/s00220-020-03839-5
[8] Radim Filip. Continuous-variable quantum key distribution with noisy coherent states. Phys. Rev. A, 77: 022310, Feb 2008. 10.1103/PhysRevA.77.022310.
https://doi.org/10.1103/PhysRevA.77.022310
[9] F. Furrer, T. Franz, M. Berta, A. Leverrier, V. B. Scholz, M. Tomamichel, and R. F. Werner. Continuous variable quantum key distribution: Finite-key analysis of composable security against coherent attacks. Phys. Rev. Lett., 109: 100502, 2012. 10.1103/PhysRevLett.109.100502.
https://doi.org/10.1103/PhysRevLett.109.100502
[10] Raúl García-Patrón and Nicolas J. Cerf. Unconditional Optimality of Gaussian Attacks against Continuous-Variable Quantum Key Distribution. Phys. Rev. Lett., 97 (19): 190503, 2006. 10.1103/PhysRevLett.97.190503.
https://doi.org/10.1103/PhysRevLett.97.190503
[11] Amirhossein Ghazisaeidi et al. Advanced C$+$L-Band Transoceanic Transmission Systems Based on Probabilistically Shaped PDM-64QAM. J. Lightwave Technol., 35 (7): 1291–1299, Apr 2017. 10.1109/JLT.2017.2657329.
https://doi.org/10.1109/JLT.2017.2657329
[12] Shouvik Ghorai, Philippe Grangier, Eleni Diamanti, and Anthony Leverrier. Asymptotic security of continuous-variable quantum key distribution with a discrete modulation. Phys. Rev. X, 9: 021059, Jun 2019. 10.1103/PhysRevX.9.021059.
https://doi.org/10.1103/PhysRevX.9.021059
[13] F. Grosshans and P. Grangier. Reverse reconciliation protocols for quantum cryptography with continuous variables. Arxiv preprint quant-ph/0204127, 2002a.
arXiv:quant-ph/0204127
[14] F. Grosshans, N.J. Cerf, J. Wenger, R. Tualle-Brouri, and P. Grangier. Virtual entanglement and reconciliation protocols for quantum cryptography with continuous variables. Quantum Information and Computation, 3 (Sp. Iss. SI): 535–552, 2003.
[15] Frédéric Grosshans and Philippe Grangier. Continuous Variable Quantum Cryptography Using Coherent States. Phys. Rev. Lett., 88 (5): 057902, 2002b. 10.1103/PhysRevLett.88.057902.
https://doi.org/10.1103/PhysRevLett.88.057902
[16] Matthias Heid and Norbert Lütkenhaus. Security of coherent-state quantum cryptography in the presence of Gaussian noise. Phys. Rev. A, 76 (2): 022313, 2007. 10.1103/PhysRevA.76.022313.
https://doi.org/10.1103/PhysRevA.76.022313
[17] Takuya Hirano, H Yamanaka, M Ashikaga, T Konishi, and R Namiki. Quantum cryptography using pulsed homodyne detection. Physical Review A, 68 (4): 042331, 2003. 10.1103/PhysRevA.68.042331.
https://doi.org/10.1103/PhysRevA.68.042331
[18] Fanny Jardel, Tobias A Eriksson, Cyril Méasson, Amirhossein Ghazisaeidi, Fred Buchali, Wilfried Idler, and Joseph J Boutros. Exploring and experimenting with shaping designs for next-generation optical communications. Journal of Lightwave Technology, 36 (22): 5298–5308, 2018. 10.1109/JLT.2018.2871248.
https://doi.org/10.1109/JLT.2018.2871248
[19] Paul Jouguet, Sébastien Kunz-Jacques, and Anthony Leverrier. Long-distance continuous-variable quantum key distribution with a Gaussian modulation. Phys. Rev. A, 84: 062317, Dec 2011. 10.1103/PhysRevA.84.062317.
https://doi.org/10.1103/PhysRevA.84.062317
[20] Eneet Kaur, Saikat Guha, and Mark M Wilde. Asymptotic security of discrete-modulation protocols for continuous-variable quantum key distribution. Physical Review A, 103 (1): 012412, 2021. 10.1103/PhysRevA.103.012412.
https://doi.org/10.1103/PhysRevA.103.012412
[21] Felipe Lacerda, Joseph M Renes, and Volkher B Scholz. Coherent state constellations for Bosonic Gaussian channels. In Information Theory (ISIT), 2016 IEEE International Symposium on, pages 2499–2503. IEEE, 2016. 10.1109/ISIT.2016.7541749.
https://doi.org/10.1109/ISIT.2016.7541749
[22] Anthony Leverrier. Composable security proof for continuous-variable quantum key distribution with coherent states. Phys. Rev. Lett., 114: 070501, 2015. 10.1103/PhysRevLett.114.070501.
https://doi.org/10.1103/PhysRevLett.114.070501
[23] Anthony Leverrier. Security of continuous-variable quantum key distribution via a Gaussian de Finetti reduction. Phys. Rev. Lett., 118: 200501, May 2017. 10.1103/PhysRevLett.118.200501.
https://doi.org/10.1103/PhysRevLett.118.200501
[24] Anthony Leverrier. SU(p, q) coherent states and a Gaussian de Finetti theorem. Journal of Mathematical Physics, 59 (4): 042202, 2018. 10.1063/1.5007334.
https://doi.org/10.1063/1.5007334
[25] Anthony Leverrier and Philippe Grangier. Unconditional security proof of long-distance continuous-variable quantum key distribution with discrete modulation. Phys. Rev. Lett., 102: 180504, May 2009. 10.1103/PhysRevLett.102.180504.
https://doi.org/10.1103/PhysRevLett.102.180504
[26] Anthony Leverrier and Philippe Grangier. Continuous-variable quantum-key-distribution protocols with a non-Gaussian modulation. Phys. Rev. A, 83: 042312, Apr 2011. 10.1103/PhysRevA.83.042312.
https://doi.org/10.1103/PhysRevA.83.042312
[27] Jie Lin, Twesh Upadhyaya, and Norbert Lütkenhaus. Asymptotic security analysis of discrete-modulated continuous-variable quantum key distribution. Phys. Rev. X, 9: 041064, Dec 2019. 10.1103/PhysRevX.9.041064.
https://doi.org/10.1103/PhysRevX.9.041064
[28] S. Lorenz, N. Korolkova, and G. Leuchs. Continuous-variable quantum key distribution using polarization encoding and post selection. Appl. Phys. B, 79 (3): 273–277, 2004. 10.1007/s00340-004-1574-7.
https://doi.org/10.1007/s00340-004-1574-7
[29] Hossein Mani, Tobias Gehring, Philipp Grabenweger, Bernhard Ömer, Christoph Pacher, and Ulrik Lund Andersen. Multiedge-type low-density parity-check codes for continuous-variable quantum key distribution. Phys. Rev. A, 103: 062419, Jun 2021. 10.1103/PhysRevA.103.062419. URL https://link.aps.org/doi/10.1103/PhysRevA.103.062419.
https://doi.org/10.1103/PhysRevA.103.062419
[30] Takaya Matsuura, Kento Maeda, Toshihiko Sasaki, and Masato Koashi. Finite-size security of continuous-variable quantum key distribution with digital signal processing. Nature communications, 12 (1): 1–13, 2021. 10.1038/s41467-020-19916-1.
https://doi.org/10.1038/s41467-020-19916-1
[31] Mario Milicevic, Feng Chen, Lei M Zhang, and P Glenn Gulak. Quasi-cyclic multi-edge LDPC codes for long-distance quantum cryptography. NPJ Quantum Information, 4: 1–9, 2018. 10.1038/s41534-018-0070-6.
https://doi.org/10.1038/s41534-018-0070-6
[32] Miguel Navascués, Frédéric Grosshans, and Antonio Acín. Optimality of Gaussian Attacks in Continuous-Variable Quantum Cryptography. Phys. Rev. Lett., 97 (19): 190502, 2006. 10.1103/PhysRevLett.97.190502.
https://doi.org/10.1103/PhysRevLett.97.190502
[33] Panagiotis Papanastasiou and Stefano Pirandola. Continuous-variable quantum cryptography with discrete alphabets: Composable security under collective Gaussian attacks. Phys. Rev. Research, 3: 013047, Jan 2021. 10.1103/PhysRevResearch.3.013047.
https://doi.org/10.1103/PhysRevResearch.3.013047
[34] S. Pirandola, U. L. Andersen, L. Banchi, M. Berta, D. Bunandar, R. Colbeck, D. Englund, T. Gehring, C. Lupo, C. Ottaviani, J. L. Pereira, M. Razavi, J. Shamsul Shaari, M. Tomamichel, V. C. Usenko, G. Vallone, P. Villoresi, and P. Wallden. Advances in quantum cryptography. Adv. Opt. Photon., 12 (4): 1012–1236, Dec 2020. 10.1364/AOP.361502.
https://doi.org/10.1364/AOP.361502
[35] Stefano Pirandola, Carlo Ottaviani, Gaetana Spedalieri, Christian Weedbrook, Samuel L Braunstein, Seth Lloyd, Tobias Gehring, Christian S Jacobsen, and Ulrik L. Andersen. High-rate measurement-device-independent quantum cryptography. Nat. Photon., 9 (6): 397–402, 2015. 10.1038/nphoton.2015.83.
https://doi.org/10.1038/nphoton.2015.83
[36] R. Renner. Symmetry of large physical systems implies independence of subsystems. Nat. Phys., 3 (9): 645–649, 2007. 10.1038/nphys684.
https://doi.org/10.1038/nphys684
[37] R. Renner and J. I. Cirac. de Finetti Representation Theorem for Infinite-Dimensional Quantum Systems and Applications to Quantum Cryptography. Phys. Rev. Lett., 102 (11): 110504, 2009. 10.1103/PhysRevLett.102.110504.
https://doi.org/10.1103/PhysRevLett.102.110504
[38] V. Scarani, H. Bechmann-Pasquinucci, N. J. Cerf, M. Dušek, N. Lütkenhaus, and M. Peev. The security of practical quantum key distribution. Rev. Mod. Phys., 81 (3): 1301, 2009. 10.1103/RevModPhys.81.1301.
https://doi.org/10.1103/RevModPhys.81.1301
[39] Denis Sych and Gerd Leuchs. Coherent state quantum key distribution with multi letter phase-shift keying. New J. Phys., 12 (5): 053019, 2010. 10.1088/1367-2630/12/5/053019.
https://doi.org/10.1088/1367-2630/12/5/053019
[40] Marco Tomamichel and Renato Renner. Uncertainty relation for smooth entropies. Phys. Rev. Lett., 106: 110506, Mar 2011. 10.1103/PhysRevLett.106.110506.
https://doi.org/10.1103/PhysRevLett.106.110506
[41] Twesh Upadhyaya, Thomas van Himbeeck, Jie Lin, and Norbert Lütkenhaus. Dimension reduction in quantum key distribution for continuous- and discrete-variable protocols. PRX Quantum, 2: 020325, 2021. 10.1103/PRXQuantum.2.020325.
https://doi.org/10.1103/PRXQuantum.2.020325
[42] Vladyslav C. Usenko and Radim Filip. Feasibility of continuous-variable quantum key distribution with noisy coherent states. Phys. Rev. A, 81: 022318, Feb 2010. 10.1103/PhysRevA.81.022318.
https://doi.org/10.1103/PhysRevA.81.022318
[43] Christian Weedbrook, Andrew M. Lance, Warwick P. Bowen, Thomas Symul, Timothy C. Ralph, and Ping Koy Lam. Quantum cryptography without switching. Phys. Rev. Lett., 93 (17): 170504, 2004. 10.1103/PhysRevLett.93.170504.
https://doi.org/10.1103/PhysRevLett.93.170504
[44] Christian Weedbrook, Stefano Pirandola, Seth Lloyd, and Timothy C. Ralph. Quantum cryptography approaching the classical limit. Phys. Rev. Lett., 105: 110501, Sep 2010. 10.1103/PhysRevLett.105.110501.
https://doi.org/10.1103/PhysRevLett.105.110501
[45] Christian Weedbrook, Stefano Pirandola, Raúl García-Patrón, Nicolas J. Cerf, Timothy C. Ralph, Jeffrey H. Shapiro, and Seth Lloyd. Gaussian quantum information. Rev. Mod. Phys., 84: 621–669, 2012. 10.1103/RevModPhys.84.621.
https://doi.org/10.1103/RevModPhys.84.621
[46] Yihong Wu and Sergio Verdú. The impact of constellation cardinality on Gaussian channel capacity. In 2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton), pages 620–628, 2010. 10.1109/ALLERTON.2010.5706965.
https://doi.org/10.1109/ALLERTON.2010.5706965
[47] Yi-Bo Zhao, Matthias Heid, Johannes Rigas, and Norbert Lütkenhaus. Asymptotic security of binary modulated continuous-variable quantum key distribution under collective attacks. Phys. Rev. A, 79: 012307, 2009. 10.1103/PhysRevA.79.012307.
https://doi.org/10.1103/PhysRevA.79.012307
Cited by
[1] Tianyi Wang, Ming Li, and Xu Wang, "Security analysis of discretized polar modulation continuous-variable quantum key distribution", Optics Express 30 20, 36122 (2022).
[2] Adriano Mazzocchi, Michele N. Notarnicola, Silvia Cassina, Marco Lamperti, Stefano Olivares, and Alessia Allevi, "Implementation of a hybrid SiPM receiver for applications to continuous-variable quantum key distribution with binary modulation", International Journal of Quantum Information 24 03, 2540011 (2026).
[3] Mingze Wu, Yiming Bian, Junhui Li, Song Yu, and Yichen Zhang, 2024 Asia Communications and Photonics Conference (ACP) and International Conference on Information Photonics and Optical Communications (IPOC) 1 (2024) ISBN:979-8-3503-7926-6.
[4] Nitin Jain, Hou-Man Chin, Hossein Mani, Cosmo Lupo, Dino Solar Nikolic, Arne Kordts, Stefano Pirandola, Thomas Brochmann Pedersen, Matthias Kolb, Bernhard Ömer, Christoph Pacher, Tobias Gehring, and Ulrik L. Andersen, "Practical continuous-variable quantum key distribution with composable security", Nature Communications 13 1, 4740 (2022).
[5] Denis Fatkhiev, João dos Reis Frãzao, Alireza H. Derkani, Kadir Gümüş, Menno van den Hout, Aaron Albores-Mejia, and Chigo Okonkwo, 2025 European Conference on Optical Communications (ECOC) 1 (2025) ISBN:979-8-3315-9531-9.
[6] Cosmo Lupo and Yingkai Ouyang, "Quantum Key Distribution with Nonideal Heterodyne Detection: Composable Security of Discrete-Modulation Continuous-Variable Protocols", PRX Quantum 3 1, 010341 (2022).
[7] Daniel Pereira, Margarida Almeida, Armando N. Pinto, and Nuno A. Silva, "Impact of transmitter imbalances on the security of continuous variables quantum key distribution", EPJ Quantum Technology 10 1, 20 (2023).
[8] Cheng Wu, Fuqiang Wang, Qihao Xu, He Zhu, and Wei Zhao, Lecture Notes in Computer Science 16656, 430 (2027) ISBN:978-981-92-3440-0.
[9] Margarida Almeida, Daniel Pereira, Nelson J. Muga, Margarida Facão, Armando N. Pinto, and Nuno A. Silva, "Secret key rate of multi-ring M-APSK continuous variable quantum key distribution", Optics Express 29 23, 38669 (2021).
[10] Carlos Pascual-García, Stefan Bäuml, Mateus Araújo, Rotem Liss, and Antonio Acín, "Improved finite-size key rates for discrete-modulated continuous-variable quantum key distribution under coherent attacks", Physical Review A 111 2, 022610 (2025).
[11] Cheng Ji Liu, Yu Chao, Lu Wang, and Qing Shan Li, "Continuous-variable measurement-device-independent quantum key distribution with multi-ring discrete modulation", Optics Express 32 18, 31549 (2024).
[12] Dingmin Cheng, Yewei Guo, Jiayang Dai, Hao Wu, and Ying Guo, "Neural network method: withstanding noise for continuous-variable quantum key distribution with discrete modulation", Journal of the Optical Society of America B 41 4, 879 (2024).
[13] Kadir Gümüş, João dos Reis Frazão, Vincent van Vliet, Sjoerd van der Heide, Menno van den Hout, Aaron Albores-Mejia, Thomas Bradley, and Chigo Okonkwo, Optical Fiber Communication Conference (OFC) 2024 Th1C.4 (2024) ISBN:978-1-957171-32-6.
[14] Mikhael T. Sayat, Marcus Birch, Michael Copeland, Elisa Jager, Oliver Thearle, Francis Bennet, Ping Koy Lam, Nicholas J. Rattenbury, and John E. Cater, "Improving free-space continuous variable quantum key distribution with adaptive optics", Scientific Reports 16 1, 6160 (2026).
[15] Shuaishuai Liu, Zhenguo Lu, Pu Wang, Yan Tian, Xuyang Wang, and Yongmin Li, "Experimental demonstration of multiparty quantum secret sharing and conference key agreement", npj Quantum Information 9 1, 92 (2023).
[16] Stefan Bäuml, Carlos Pascual-García, Victoria Wright, Omar Fawzi, and Antonio Acín, "Security of discrete-modulated continuous-variable quantum key distribution", Quantum 8, 1418 (2024).
[17] Mingze Wu, Junhui Li, Bingjie Xu, Song Yu, and Yichen Zhang, "Trusted-source-noise model of discrete-modulated continuous-variable quantum key distribution", Physical Review Applied 22 3, 034024 (2024).
[18] Xing-Qiang Zhao, Hai Wan, and Lv-Zhou Li, "How to verify identity in the continuous variable quantum system?", Quantum Information Processing 22 5, 217 (2023).
[19] Yan Pan, Heng Wang, Yun Shao, Yaodi Pi, Ting Ye, Shuai Zhang, Yang Li, Wei Huang, and Bingjie Xu, "Simple and Fast Polarization Tracking Algorithm for Continuous-Variable Quantum Key Distribution System Using Orthogonal Pilot Tone", Journal of Lightwave Technology 41 19, 6169 (2023).
[20] Abdulmohsen Alsaui, Yousef Alghofaili, and Deepa Venkitesh, "Machine learning and time-series decomposition for phase extraction and symbol classification in CV-QKD", Physica Scripta 99 7, 076008 (2024).
[21] Mikhael T. Sayat, Sebastian P. Kish, Ping Koy Lam, Nicholas J. Rattenbury, and John E. Cater, "Dynamic Continuous Variable Quantum Key Distribution for Securing a Future Global Quantum Network", Advanced Quantum Technologies 8 10, e2500135 (2025).
[22] Davi Juvêncio Gomes de Sousa, Nelson Alves Ferreira Neto, Christiano M. S. Nascimento, Lucas Q. Galvão, Mauro Queiroz Nooblath Neto, Micael Andrade Dias, Cássio de Castro Silva, Braian Pinheiro da Silva, Alexandre B. Tacla, and Valéria Loureiro da Silva, "Towards a Point-to-point CV-QKD System: Implementation Challenges and Perspectives", Brazilian Journal of Physics 56 3, 106 (2026).
[23] Yan Pan, Heng Wang, Yun Shao, Yaodi Pi, Ting Ye, Yang Li, Wei Huang, and Bingjie Xu, Optical Fiber Communication Conference (OFC) 2023 Th3J.4 (2023) ISBN:978-1-957171-18-0.
[24] Mingxuan Guo, Peng Huang, Le Huang, Xiaojuan Liao, Xueqin Jiang, Tao Wang, and Guihua Zeng, "Discrete-Modulated Coherent-State Quantum Key Distribution with Basis-Encoding", Research 8, 0691 (2025).
[25] Jiayu Ma, Chao Zhou, Dengke Qi, Ziyang Chen, Yongmei Sun, Song Yu, and Xiangyu Wang, "High-Performance Carrier Phase Recovery for Local Local Oscillator Continuous-Variable Quantum Key Distribution", Symmetry 17 1, 139 (2025).
[26] Mingze Wu, Yan Pan, Junhui Li, Heng Wang, Lu Fan, Yun Shao, Yang Li, Wei Huang, Song Yu, Bingjie Xu, and Yichen Zhang, "High-Rate Discrete-Modulated Continuous-Variable Quantum Key Distribution with Composable Security", Physical Review X 16 2, 021039 (2026).
[27] Heng Wang, Yan Pan, Ting Ye, Yun Shao, Yaodi Pi, Lifeng Fu, Yazhuo Jiang, Ao Sun, Yang Li, Yichen Zhang, Wei Huang, and Bingjie Xu, "High-performance multi-protocol continuous-variable quantum key distribution using one OFDM-based transceiver", Optics Letters 51 3, 608 (2026).
[28] Margarida Almeida, Armando N. Pinto, and Nuno A. Silva, "Robustness of Continuous Variable Quantum Key Distribution Under Strong Polarization Drift", (2025).
[29] Ziyang Chen, Xiangyu Wang, Song Yu, Zhengyu Li, and Hong Guo, "Continuous-mode quantum key distribution with digital signal processing", npj Quantum Information 9 1, 28 (2023).
[30] Chengji Liu, Xinyu Wan, Zhe Xu, Heyang Yang, Lu Wang, Yishuai Lin, Changhua Zhu, and Qingshan Li, "Inter-satellite continuous-variable quantum secret sharing based on multi-ring discrete modulation for terahertz wireless links", Optics Communications 591, 132163 (2025).
[31] Michele N. Notarnicola, Stefano Olivares, Enrico Forestieri, Emanuele Parente, Luca Potì, and Marco Secondini, "Probabilistic Amplitude Shaping for Continuous-Variable Quantum Key Distribution With Discrete Modulation Over a Wiretap Channel", IEEE Transactions on Communications 72 1, 375 (2024).
[32] Mikhael T. Sayat, Oliver Thearle, Biveen Shajilal, Sebastian P. Kish, Ping Koy Lam, Nicholas J. Rattenbury, and John E. Cater, "Mapping Guaranteed Positive Secret Key Rates for Continuous Variable Quantum Key Distribution", Entropy 26 10, 865 (2024).
[33] Thang V. Nguyen, Hoa T. Le, Hien T. T. Pham, Vuong Mai, and Ngoc T. Dang, "Enhancing Design and Performance Analysis of Satellite Entanglement-Based CV-QKD/FSO Systems", IEEE Access 11, 112097 (2023).
[34] N. Ivankov, R. Goncharov, and D. Tupyakov, 2023 Wave Electronics and its Application in Information and Telecommunication Systems (WECONF) 1 (2023) ISBN:979-8-3503-4829-3.
[35] Yoann Piétri, Luis Trigo Vidarte, Matteo Schiavon, Laurent Vivien, Philippe Grangier, Amine Rhouni, and Eleni Diamanti, "Experimental demonstration of continuous-variable quantum key distribution with a silicon photonics integrated receiver", Optica Quantum 2 6, 428 (2024).
[36] Mikhael T. Sayat, Biveen Shajilal, Sebastian P. Kish, Syed M. Assad, Thomas Symul, Ping Koy Lam, Nicholas J. Rattenbury, and John E. Cater, "Satellite-to-Ground Continuous Variable Quantum Key Distribution: The Gaussian and Discrete Modulated Protocols in Low Earth Orbit", IEEE Transactions on Communications 72 6, 3244 (2024).
[37] Junyu Zhang, Xiangyu Wang, Fan Xia, Song Yu, and Ziyang Chen, "Multiple-quadrature-amplitude-modulation continuous-variable quantum key distribution realization with a downstream-access network", Physical Review A 109 5, 052429 (2024).
[38] Heng Wang, Yan Pan, Yun Shao, Yaodi Pi, Ting Ye, Yang Li, Tao Zhang, Jinlu Liu, Jie Yang, Li Ma, Wei Huang, and Bingjie Xu, "Performance analysis for OFDM-based multi-carrier continuous-variable quantum key distribution with an arbitrary modulation protocol", Optics Express 31 4, 5577 (2023).
[39] M N Notarnicola, M Jarzyna, S Olivares, and K Banaszek, "Optimizing state-discrimination receivers for continuous-variable quantum key distribution over a wiretap channel", New Journal of Physics 25 10, 103014 (2023).
[40] Qin Liao, Zheng Wang, Haijie Liu, Yiyu Mao, and Xiquan Fu, "Detecting practical quantum attacks for continuous-variable quantum key distribution using density-based spatial clustering of applications with noise", Physical Review A 106 2, 022607 (2022).
[41] Michele N. Notarnicola, "Quantum communications in continuous variable systems", International Journal of Quantum Information 23 03, 2550003 (2025).
[42] Emanuele Parente, Michele Notarnicola, Stefano Olivares, Enrico Forestieri, Luca Potì, and Marco Secondini, CLEO 2024 FM3K.5 (2024) ISBN:978-1-957171-39-5.
[43] Takaya Matsuura, Springer Theses 33 (2023) ISBN:978-981-19-8287-3.
[44] Qin Liao, Zhuoying Fei, Jieyu Liu, Anqi Huang, Lei Huang, and Yijun Wang, "High-rate discretely-modulated continuous-variable quantum key distribution using quantum machine learning", Chaos, Solitons & Fractals 196, 116331 (2025).
[45] Micael Andrade Dias and Francisco Marcos de Assis, "Exploring Non-Gaussianity Reduction in Quantum Channels", Entropy 27 7, 768 (2025).
[46] Michele N. Notarnicola and Stefano Olivares, "Beating the standard quantum limit for binary phase-shift-keying discrimination with a realistic hybrid feed-forward receiver", Physical Review A 108 4, 042619 (2023).
[47] Ignatius William Primaatmaja, Cassey Crystania Liang, Gong Zhang, Jing Yan Haw, Chao Wang, and Charles Ci-Wen Lim, "Discrete-variable quantum key distribution with homodyne detection", Quantum 6, 613 (2022).
[48] Margarida Almeida, Daniel Pereira, Margarida Facão, Armando N. Pinto, and Nuno A. Silva, "Reconciliation Efficiency Impact on Discrete Modulated CV-QKD Systems Key Rates", Journal of Lightwave Technology 41 19, 6134 (2023).
[49] Valéria L. da Silva, Alexandre Baron Tacla, Nelson Alves Ferreira Neto, Davi Juvêncio Gomes de Sousa, and Vitor L. O. Sena, 2025 SBMO/IEEE MTT-S International Microwave and Optoelectronics Conference (IMOC) 372 (2025) ISBN:979-8-3503-9275-3.
[50] Seyed Saman Mahjour and Fernando M. Araújo-Moreira, "Laser Linewidth Effects in Continuous-Variable QKD: Simulation-Based Analysis and Optimization Guidelines for Defense-Grade Secure System", Photonics 13 5, 432 (2026).
[51] Kevin Jaksch, Thomas Dirmeier, Yannick Weiser, Stefan Richter, Ömer Bayraktar, Bastian Hacker, Conrad Rößler, Imran Khan, Stefan Petscharning, Thomas Grafenauer, Michael Hentschel, Bernhard Ömer, Christoph Pacher, Florian Kanitschar, Twesh Upadhyaya, Jie Lin, Norbert Lütkenhaus, Gerd Leuchs, and Christoph Marquardt, "Composable free-space continuous-variable quantum key distribution using discrete modulation", Science Advances 12 24, eadv1440 (2026).
[52] Yichen Zhang, Yiming Bian, Zhengyu Li, Song Yu, and Hong Guo, "Continuous-variable quantum key distribution system: Past, present, and future", Applied Physics Reviews 11 1, 011318 (2024).
[53] Yanhao Sun, Jiayu Ma, Xiangyu Wang, Song Yu, Ziyang Chen, and Hong Guo, "Continuous-Mode Analysis of Improved Two-Way CV-QKD", Symmetry 18 2, 382 (2026).
[54] Kadir Gümüş, João dos Reis Frazão, Vincent van Vliet, Sjoerd van der Heide, Menno van den Hout, Gabriele Liga, Yunus Can Gültekin, Aaron Albores-Mejia, Thomas Bradley, Alex Alvarado, and Chigo Okonkwo, "Rate-Adaptive Reconciliation for Experimental Continuous-Variable Quantum Key Distribution With Discrete Modulation Over a Free-Space Optical Link", Journal of Lightwave Technology 43 8, 3564 (2025).
[55] Adnan A. E. Hajomer, Cédric Bruynsteen, Ivan Derkach, Nitin Jain, Axl Bomhals, Sarah Bastiaens, Ulrik L. Andersen, Xin Yin, and Tobias Gehring, "Continuous-variable quantum key distribution at 10 GBaud using an integrated photonic-electronic receiver", Optica 11 9, 1197 (2024).
[56] Arturo Arvizu-Mondragón, Francisco J. Mendieta-Jiménez, César A. López-Mercado, and Ramón Muraoka-Espíritu, "Photonic communications with quadrature-amplitude modulated quantum coherent states in alternated and dual polarizations", Quantum Information Processing 23 7, 266 (2024).
[57] Qin Liao, Xiaoqian Liu, Bo Ou, and Xiquan Fu, "Continuous-Variable Quantum Secret Sharing Based on Multi-Ring Discrete Modulation", IEEE Transactions on Communications 71 10, 6051 (2023).
[58] Maron F. Anka, John A. Mora Rodríguez, Douglas F. Pinto, Lucas Q. Galvão, Micael A. Dias, and Alexandre B. Tacla, "An Introductory Review of the Theory of Continuous-Variable Quantum Key Distribution: Fundamentals, Protocols, and Security", Brazilian Journal of Physics 56 2, 72 (2026).
[59] Jonas Berl, Utku Akin, Erdem Eray Cil, Laurent Schmalen, and Tobias Fehenberger, "Practical Methods for Distance-Adaptive Continuous-Variable Quantum Key Distribution", Journal of Lightwave Technology 44 9, 3393 (2026).
[60] Mingze Wu, Yiming Bian, Junhui Li, Song Yu, and Yichen Zhang, "Amplitude-boosting attack against practical discrete-modulated continuous-variable quantum key distribution", Optics Express 32 20, 34287 (2024).
[61] Wen-Bo Liu, Chen-Long Li, Zhi-Ping Liu, Min-Gang Zhou, Hua-Lei Yin, and Zeng-Bing Chen, "Theoretical development of discrete-modulated continuous-variable quantum key distribution", Frontiers in Quantum Science and Technology 1, 985276 (2022).
[62] Florian Kanitschar, Ian George, Jie Lin, Twesh Upadhyaya, and Norbert Lütkenhaus, "Finite-Size Security for Discrete-Modulated Continuous-Variable Quantum Key Distribution Protocols", PRX Quantum 4 4, 040306 (2023).
[63] Özlem Erkılıç, Biveen Shajilal, Lorcán O. Conlon, Angus Walsh, Aritra Das, Sebastian Kish, Thomas Symul, Ping Koy Lam, Syed M. Assad, and Jie Zhao, "Enhanced continuous-variable quantum key distribution protocol via adaptive signal processing", Communications Physics 8 1, 406 (2025).
[64] Daniel Pereira, Margarida Almeida, Margarida Facão, Armando N. Pinto, and Nuno A. Silva, "Probabilistic shaped 128-APSK CV-QKD transmission system over optical fibres", Optics Letters 47 15, 3948 (2022).
[65] Matthias Goy, Jan Krause, Ömer Bayraktar, Philippe Ancsin, Florian David, Thomas Dirmeier, Nico Doell, Jansen Dwan, Friederike Fohlmeister, Ronald Freund, Thorsten A Goebel, Jonas Hilt, Kevin Jaksch, Oskar Kohout, Teresa Kopf, Andrej Krzic, Markus Leipe, Gerd Leuchs, Christoph Marquardt, Karen L Mendez, Anja Milde, Sarika Mishra, Florian Moll, Karolina Paciorek, Natasa Pavlovic Tucakovic, Stefan Richter, Markus Rothe, René Rüddenklau, Gregor Sauer, Martin Schell, Jan Schreck, Andy Schreier, Sakshi Sharma, Simon Spier, Christopher Spiess, Fabian Steinlechner, Andreas Tünnermann, Hüseyin Vural, Nino Walenta, and Stefan Weide, "Ad-hoc hybrid-heterogeneous metropolitan-range quantum key distribution network", New Journal of Physics 27 11, 114510 (2025).
[66] Yanhao Sun, Ziyang Chen, Xiangyu Wang, Song Yu, and Hong Guo, "Analyzing the performance of CV-MDI QKD under continuous-mode scenarios", Physical Review Applied 23 1, 014056 (2025).
[67] Francois Roumestan, Amirhossein Ghazisaeidi, Jeremie Renaudier, Luis Trigo Vidarte, Eleni Diamanti, and Philippe Grangier, 2021 European Conference on Optical Communication (ECOC) 1 (2021) ISBN:978-1-6654-3868-1.
[68] Florian Kanitschar and Christoph Pacher, "Optimizing Continuous-Variable Quantum Key Distribution with Phase-Shift Keying Modulation and Postselection", Physical Review Applied 18 3, 034073 (2022).
[69] Adnan A. E. Hajomer, Florian Kanitschar, Nitin Jain, Michael Hentschel, Runjia Zhang, Norbert Lütkenhaus, Ulrik L. Andersen, Christoph Pacher, and Tobias Gehring, "Experimental composable key distribution using discrete-modulated continuous variable quantum cryptography", Light: Science & Applications 14 1, 255 (2025).
[70] João dos Reis Frazão, Vincent van Vliet, Sjoerd van der Heide, Menno van den Hout, Kadir Gümüş, Aaron Albores-Mejia, Boris Škorić, and Chigo Okonkwo, CLEO 2024 AW3D.1 (2024) ISBN:978-1-957171-39-5.
[71] 姜欢窈 Jiang Huanyao, 聂敏 Nie Min, 杨光 Yang Guang, and 姚骏海 Yao Junhai, " 星地链路中光放大器对量子密钥分发的性能分析与改进", Laser & Optoelectronics Progress 62 11, 1127022 (2025).
[72] Roman Goncharov, Irina Vorontsova, Daniil Kirichenko, Ilya Filipov, Iurii Adam, Vladimir Chistiakov, Semyon Smirnov, Boris Nasedkin, Boris Pervushin, Daria Kargina, Eduard Samsonov, and Vladimir Egorov, "The Rationale for the Optimal Continuous-Variable Quantum Key Distribution Protocol", Optics 3 4, 338 (2022).
[73] Axl Bomhals, Adnan A.E. Hajomer, Cédric Bruynsteen, Aboobackkar Sidhique, Olena Kovalenko, Ivan Derkach, Vladyslav C. Usenko, Ulrik L. Andersen, Tobias Gehring, and Xin Yin, Optical Fiber Communication Conference (OFC) 2026 M1K.2 (2026) ISBN:978-1-957171-54-8.
[74] Daniel Pereira, Armando N. Pinto, and Nuno A. Silva, "Polarization Diverse True Heterodyne Receiver Architecture for Continuous Variable Quantum Key Distribution", Journal of Lightwave Technology 41 2, 432 (2023).
[75] Tianyi Wang, Ming Li, Xu Wang, and Lei Hou, "Parameter estimation calibration of discretized polar modulation continuous-variable quantum key distribution", Optics Express 31 13, 21014 (2023).
[76] Bo Lan and Xue-xiang Xu, "Multi-Headed Symmetrical Superpositions of Coherent States", International Journal of Theoretical Physics 61 5, 148 (2022).
[77] Lu Fan, Yiming Bian, Mingze Wu, Yichen Zhang, and Song Yu, "Quantum Hacking Against Discrete-Modulated Continuous-Variable Quantum Key Distribution Using Modified Local Oscillator Intensity Attack with Random Fluctuations", Physical Review Applied 20 2, 024073 (2023).
[78] V. Martin, J. P. Brito, L. Ortíz, R. B. Méndez, J. S. Buruaga, R. J. Vicente, A. Sebastián-Lombraña, D. Rincón, F. Pérez, C. Sánchez, M. Peev, H. H. Brunner, F. Fung, A. Poppe, F. Fröwis, A. J. Shields, R. I. Woodward, H. Griesser, S. Roehrich, F. de la Iglesia, C. Abellán, M. Hentschel, J. M. Rivas-Moscoso, A. Pastor-Perales, J. Folgueira, and D. López, "MadQCI: a heterogeneous and scalable SDN-QKD network deployed in production facilities", npj Quantum Information 10 1, 80 (2024).
[79] Mingxuan Guo, Peng Huang, Tao Wang, and Guihua Zeng, "Reverse-encoded quantum key distribution with Gaussian-modulated coherent states", Science China Information Sciences 69 6, 162503 (2026).
[80] Min-Gang Zhou, Zhi-Ping Liu, Wen-Bo Liu, Chen-Long Li, Jun-Lin Bai, Yi-Ran Xue, Yao Fu, Hua-Lei Yin, and Zeng-Bing Chen, "Neural network-based prediction of the secret-key rate of quantum key distribution", Scientific Reports 12 1, 8879 (2022).
[81] Takaya Matsuura, Shinichiro Yamano, Yui Kuramochi, Toshihiko Sasaki, and Masato Koashi, "Refined finite-size analysis of binary-modulation continuous-variable quantum key distribution", Quantum 7, 1095 (2023).
[82] Runjia Zhang, Huy Q. Nguyen, Ivan Derkach, Adnan Hajomer, Ulrik L. Andersen, Vladyslav C. Usenko, and Tobias Gehring, 2025 European Conference on Optical Communications (ECOC) 1 (2025) ISBN:979-8-3315-9531-9.
[83] François Roumestan, Amirhossein Ghazisaeidi, Haik Mardoyan, Jérémie Renaudier, Eleni Diamanti, and Philippe Grangier, Optical Fiber Communication Conference (OFC) 2022 Tu3I.4 (2022) ISBN:978-1-55752-466-9.
[84] L. S. Aguiar, L. F. M. Borelli, J. A. Roversi, and A. Vidiella-Barranco, "Performance analysis of continuous-variable quantum key distribution using non-Gaussian states", Quantum Information Processing 21 8, 304 (2022).
[85] Yan Pan, Mingze Wu, Heng Wang, Yun Shao, Jinlu Liu, Yang Li, Yichen Zhang, Wei Huang, and Bingjie Xu, 2024 Asia Communications and Photonics Conference (ACP) and International Conference on Information Photonics and Optical Communications (IPOC) 1 (2024) ISBN:979-8-3503-7926-6.
[86] Vladyslav C. Usenko, Antonio Acín, Romain Alléaume, Ulrik L. Andersen, Eleni Diamanti, Tobias Gehring, Adnan A. E. Hajomer, Florian Kanitschar, Christoph Pacher, Stefano Pirandola, and Valerio Pruneri, "Continuous-variable quantum communication", Reviews of Modern Physics 98 1, 015003 (2026).
[87] Huan-Yao 欢窈 Jiang 姜, Min 敏 Nie 聂, Guang 光 Yang 杨, Ai-Jing 爱晶 Sun 孙, Mei-Ling 美玲 Zhang 张, and Chang-Xing 昌幸 Pei 裴, "Improvement and security analysis of multi-ring discrete modulation continuous variable quantum secret sharing scheme", Chinese Physics B 33 7, 070303 (2024).
[88] Abdulmohsen Alsaui, Yousef Alghofaili, and Deepa Venkitesh, "Machine Learning and Time-Series Decomposition for Phase Extraction and Symbol Classification in Cv-Qkd", (2023).
[89] Fattah Sakuldee and Behnam Tonekaboni, "Noise decoupling for state transfer in continuous-variable systems", Physical Review A 109 3, 032404 (2024).
[90] João dos Reis Frazão, Vincent van Vliet, Sjoerd van der Heide, Menno van den Hout, Kadir Gümüş, Aaron Albores-Mejia, Boris Škorić, and Chigo Okonkwo, Optical Fiber Communication Conference (OFC) 2024 Th1C.5 (2024) ISBN:978-1-957171-32-6.
[91] Yan Pan, Mingze Wu, Heng Wang, Junhui Li, Yun Shao, Yang Li, Wei Huang, Song Yu, Yichen Zhang, and Bingjie Xu, Optical Fiber Communication Conference (OFC) 2025 W1J.1 (2025).
[92] Wen-Bo Liu, Chen-Long Li, Yuan-Mei Xie, Chen-Xun Weng, Jie Gu, Xiao-Yu Cao, Yu-Shuo Lu, Bing-Hong Li, Hua-Lei Yin, and Zeng-Bing Chen, "Homodyne Detection Quadrature Phase Shift Keying Continuous-Variable Quantum key Distribution with High Excess Noise Tolerance", PRX Quantum 2 4, 040334 (2021).
[93] Dengke Qi, Xiangyu Wang, Ziyang Chen, Yueming Lu, and Song Yu, "High-Performance Intermediate-Frequency Balanced Homodyne Detector for Local Local Oscillator Continuous-Variable Quantum Key Distribution", Symmetry 15 7, 1314 (2023).
[94] Yang Hong, Amirhossein Ghazisaeidi, Haik Mardoyan, and Jeremie Renaudier, Optical Fiber Communication Conference (OFC) 2025 W4I.1 (2025).
[95] Farzad Kianvash, Marco Barbieri, and Matteo Rosati, "Private Remote Phase Estimation over a Lossy Quantum Channel", Physical Review Letters 136 6, 060805 (2026).
[96] Francois Roumestan, Amirhossein Ghazisaeidi, Jeremie Renaudier, Luis Trigo Vidarte, Anthony Leverrier, Eleni Diamanti, and Philippe Grangier, "Shaped Constellation Continuous Variable Quantum Key Distribution: Concepts, Methods and Experimental Validation", Journal of Lightwave Technology 42 15, 5182 (2024).
[97] Emanuele Parente, Michele N. Notarnicola, Stefano Olivares, Enrico Forestieri, Luca Potì, and Marco Secondini, "Discrete-Modulation Continuous-Variable Quantum Key Distribution with Probabilistic Amplitude Shaping over a Linear Quantum Channel", Applied Sciences 16 13, 6694 (2026).
[98] Lucas Q Galvão, Davi Juvêncio G de Sousa, Micael Andrade Dias, and Nelson Alves Ferreira Neto, "Neural network for excess noise estimation in continuous-variable quantum key distribution under composable finite-size security", Quantum Science and Technology 11 2, 025007 (2026).
[99] Yan Pan, Heng Wang, Yun Shao, Yaodi Pi, Ting Ye, Yang Li, Wei Huang, and Bingjie Xu, 2023 Optical Fiber Communications Conference and Exhibition (OFC) 1 (2023).
[100] Shuaishuai Liu, Yanxiang Jia, Yuqi Shi, Yizhuo Hou, Pu Wang, Yu Zhang, Shiwei Yang, Zhenguo Lu, Xuyang Wang, and Yongmin Li, "Continuous-variable quantum key distribution over 50.4 km fiber using an integrated silicon photonic transmitter and receiver", Photonics Research 13 11, 3141 (2025).
[101] Gabriele Staffieri, Giovanni Scala, and Cosmo Lupo, "Finite-size secret-key rates of discrete modulation continuous-variable quantum key distribution under Gaussian attacks", Physical Review A 113 2, 022445 (2026).
[102] Xue‐Qin Jiang, Na Wang, Jiangliang Jin, Yan Feng, Han Hai, Jisheng Dai, and Peng Huang, "A Machine Learning Based Optimization Approach for Continuous‐Variable Quantum Key Distribution", Advanced Quantum Technologies 8 10, e00269 (2025).
[103] Aida Garcia-Callejo, Andres Ruiz-Chamorro, Daniel Cano, and Veronica Fernandez, Lecture Notes in Networks and Systems 594, 1073 (2023) ISBN:978-3-031-21332-8.
[104] Yan Pan, Heng Wang, Yun Shao, Yaodi Pi, Yang Li, Bin Liu, Wei Huang, and Bingjie Xu, "Experimental demonstration of high-rate discrete-modulated continuous-variable quantum key distribution system", Optics Letters 47 13, 3307 (2022).
[105] Ryo Namiki, "Security against Collective Attacks for a Continuous-Variable Quantum Key Distribution Protocol Using Homodyne Detection and Postselection", Journal of the Physical Society of Japan 92 1, 014001 (2023).
[106] Nuno A. Silva, Margarida Almeida, Nelson J. Muga, and Armando N. Pinto, 2024 24th International Conference on Transparent Optical Networks (ICTON) 1 (2024) ISBN:979-8-3503-7732-3.
[107] Adnan A. E. Hajomer, Axl Bomhals, Cédric Bruynsteen, Aboobackkar Sidhique, Olena Kovalenko, Ivan Derkach, Vladyslav C. Usenko, Ulrik L. Andersen, Xin Yin, and Tobias Gehring, "Chip-based 16 GBaud continuous-variable quantum key distribution", Optica 13 6, 1035 (2026).
[108] Samuel Leyikun Birhanu, Milad Ghadimi, Yilun Hai, Patrick Seeling, Riccardo Bassoli, and Frank H. P. Fitzek, "A Survey of Continuous Variable Quantum Key Distribution in Quantum Communication", IEEE Access 13, 166027 (2025).
[109] Caroline S. M. Alves, Nelson A. F. Neto, Paulo C. M. A. Farias, and Wagner L. A. de Oliveira, Anais do III Workshop de Redes Quânticas (WQuNets 2026) 25 (2026).
[110] Hou-Man Chin, Nitin Jain, Ulrik L Andersen, Darko Zibar, and Tobias Gehring, "Digital synchronization for continuous-variable quantum key distribution", Quantum Science and Technology 7 4, 045006 (2022).
[111] Mattia Sabatini, Tommaso Bertapelle, Paolo Villoresi, Giuseppe Vallone, and Marco Avesani, "Hybrid Encoder for Discrete and Continuous Variable QKD", Advanced Quantum Technologies 8 8, 2400522 (2025).
[112] Guillaume Ricard, Yves Jaouën, and Romain Alléaume, Communications in Computer and Information Science 2743, 146 (2026) ISBN:978-3-032-13851-4.
[113] Zheng-Wen 正文 Cao 曹, Yu-Jie 昱洁 Zhang 张, Geng 庚 Chai 柴, Zhang-Tao 章韬 Liang 梁, Xin-Lei 欣蕾 Chen 陈, Lei 磊 Wang 王, and Yu-Jie 禹杰 Wang 王, "Continuous-variable quantum secure direct communication based on N-APSK with Boltzmann–Maxwell distribution", Chinese Physics B 34 3, 030303 (2025).
[114] Fangli Yang, Liang Chang, Daowen Qiu, and Minghua Pan, "Free-Space Continuous-Variable Quantum Secret Sharing", IEEE Transactions on Green Communications and Networking 10, 1578 (2026).
[115] Yan Tian, Yu Zhang, Shuaishuai Liu, Pu Wang, Zhenguo Lu, Xuyang Wang, and Yongmin Li, "High-performance long-distance discrete-modulation continuous-variable quantum key distribution", Optics Letters 48 11, 2953 (2023).
[116] Hai Zhong, Qianqian Hu, Zhiyue Zuo, Yiyu Mao, Duan Huang, and Ying Guo, "Continuous-variable quantum key distribution network based on untrusted entanglement states of optical frequency combs", Optics Express 34 9, 17370 (2026).
[117] Yoann Piétri, Matteo Schiavon, Valentina Marulanda Acosta, Baptiste Gouraud, Luis Trigo Vidarte, Philippe Grangier, Amine Rhouni, and Eleni Diamanti, "QOSST: A Highly-Modular Open Source Platform for Experimental Continuous-Variable Quantum Key Distribution", Quantum 8, 1575 (2024).
[118] Pu Wang, Yu Zhang, Zhenguo Lu, Xuyang Wang, and Yongmin Li, "Discrete-modulation continuous-variable quantum key distribution with a high key rate", New Journal of Physics 25 2, 023019 (2023).
[119] Adnan A.E. Hajomer, Florian Kanitschar, Nitin Jain, Michael Hentschel, Runjia Zhang, Norbert Lütkenhaus, Ulrik L. Andersen, Christoph Pacher, and Tobias Gehring, Optical Fiber Communication Conference (OFC) 2025 W4I.5 (2025).
[120] Mobin Motaharifar, Mahmood Hasani, and Hassan Kaatuzian, "A Survey on Continuous Variable Quantum Key Distribution for Secure Data Transmission: Toward the Future of Secured Quantum-Networks", Quantum Information & Computation 25 2, 175 (2025).
[121] Kevin Jaksch, Thomas Dirmeier, Yannick Weiser, Stefan Richter, Ömer Bayraktar, Bastian Hacker, Conrad Rösler, Imran Khan, Stefan Petscharning, Thomas Grafenauer, Michael Hentschel, Bernhard Ömer, Christoph Pacher, Florian Kanitschar, Twesh Upadhyaya, Jie Lin, Norbert Lütkenhaus, Gerd Leuchs, and Christoph Marquardt, "Composable free-space continuous-variable quantum key distribution using discrete modulation", arXiv:2410.12915, (2024).
[122] Andrea Peri, Giulio Gualandi, Tommaso Bertapelle, Mattia Sabatini, Giacomo Corrielli, Yoann Piétri, Davide Giacomo Marangon, Giuseppe Vallone, Paolo Villoresi, Roberto Osellame, and Marco Avesani, "High-performance heterodyne receiver for quantum information processing in a laser-written integrated photonic platform", Advanced Photonics 8, 016009 (2026).
[123] François Roumestan, Amirhossein Ghazisaeidi, Jérémie Renaudier, Luis Trigo Vidarte, Eleni Diamanti, and Philippe Grangier, "High-Rate Continuous Variable Quantum Key Distribution Based on Probabilistically Shaped 64 and 256-QAM", arXiv:2111.12356, (2021).
[124] Luca Mariani, Raja Yehia, Carlos Pascual-García, Federico Centrone, Jasper van der Kolk, M. Ángeles Serrano, and Antonio Acín, "Quantum Key Distribution over Complex Networks", arXiv:2504.02372, (2025).
[125] Denis Fatkhiev, João dos Reis Frazão, Alireza H. Derkani, Kadir Gümüș, Menno van den Hout, Aaron Albores-Mejia, and Chigo Okonkwo, "Compact Continuous-Variable Quantum Key Distribution System Employing Monolithically Integrated Silicon Photonic Transceiver", arXiv:2603.28310, (2026).
The above citations are from Crossref's cited-by service (last updated successfully 2026-08-08 01:35:53) and SAO/NASA ADS (last updated successfully 2026-08-08 01:35:55). The list may be incomplete as not all publishers provide suitable and complete citation data.
This Paper is published in Quantum under the Creative Commons Attribution 4.0 International (CC BY 4.0) license. Copyright remains with the original copyright holders such as the authors or their institutions.