Researchers at QuIIN, Quantum Industrial Innovation in Brazil have demonstrated a continuous-variable quantum key distribution (CV-QKD) system over 12 kilometers of fiber using a simplified, one-dimensional Gaussian modulation approach. This implementation addresses a key challenge in practical quantum communication: achieving secure key exchange with a limited amount of data through finite-size parameter estimation. The 1D system attained a privacy-amplified rate of 1.421 Mbit/s, establishing an experimental baseline for balancing performance and complexity in CV-QKD transmitters. These results provide a foundation for developing lower-complexity systems for quantum-secure communications.
1D Gaussian Modulation Simplifies CV-QKD Complexity
This approach, termed 1D Gaussian modulation, contrasts with conventional CV-QKD systems that modulate both quadratures, increasing the demands on calibration and potentially introducing imperfections. The experimental setup, detailed in a recent publication, uses digital signal processing and offline classical post-processing to achieve secure communication over 12 kilometers of standard single-mode fiber. The reduction in complexity stems from constraining the conjugate quadrature, which is left unmodulated, to ensure security. This differs from 2D Gaussian modulation where both quadratures are actively manipulated to estimate Alice-Bob correlations.
This constraint, detailed in the paper’s methodology, relies on the physicality condition of the covariance matrix, a mathematical framework for describing the quantum state. The implementation incorporates coherent detection, parameter estimation and a physicality-constrained security analysis, all integrated into a functional system.
The researchers note that while the IQ modulator was used due to experimental constraints, the 1D protocol does not intrinsically require it, suggesting potential for further hardware simplification. Achieving secure key exchange under realistic conditions required addressing the challenges of finite-size parameter estimation, a critical step for practical deployment. Unlike asymptotic security treatments that assume infinite data, finite-size estimation accounts for the limited amount of data available in real-world scenarios, demanding more robust security proofs.
The 1D system achieves a privacy-amplified rate of 1.421 Mbit/s under the asymptotic security treatment and 0.364 Mbit/s under the finite-size scenario. These rates, derived from a dataset of over 78 million recovered symbols, establish a baseline for evaluating the trade-off between performance and complexity in unidimensional Gaussian modulation. The experimental setup included a Gaussian symbol generator and pulse shaping, alongside pilot-tone and CAZAC insertion for synchronization and carrier recovery.
A Faraday isolator was implemented to mitigate back-reflections and potential Trojan-horse attacks, a common security threat in quantum communication systems. The team used a standard PC to generate the modulation sequence, demonstrating that a practical transmitter could readily replace it with a quantum random number generator (QRNG) without altering the optical architecture. These results establish an experimental benchmark for integrating and evaluating the performance of unidimensional CV-QKD with independent local oscillators.
While the current security analysis is restricted to Gaussian collective attacks and does not constitute a complete composable finite-key security proof, the work provides a practical foundation for investigating the balance between simplified state preparation and the statistical constraints inherent in unidimensional modulation. The team acknowledges that the implementation does not directly reduce transmitter hardware complexity, but the results offer a pathway toward lower-complexity CV-QKD transmitters. The findings establish an experimental basis for future development, potentially leading to more streamlined and efficient quantum-secure communication systems.
Independent Laser Architecture for 12km Fiber CV-QKD
These lasers underpin the local local oscillator (LLO) architecture used for coherent reception, a critical component in achieving quantum key distribution over the 12 kilometer standard single-mode fiber channel. At the receiver, the DSP chain handles carrier recovery, matched filtering, and downsampling, preparing the signal for subsequent information reconciliation and security analysis.
This integrated approach, combining both optical and digital processing, is essential for extracting a secure key from the noisy quantum channel. A key innovation lies in the implementation of unidimensional (1D) Gaussian modulation, which simplifies the requirements for state preparation and calibration by encoding information in only one optical-field quadrature.
Finite-Size Parameter Estimation Impacts Key Rates
The experimental demonstration at QuIIN, Quantum Industrial Innovation yielded a privacy-amplified key rate of 0.364 Mbit/s when accounting for finite-size parameter estimation, a substantial reduction from the 1.421 Mbit/s achieved under asymptotic conditions, highlighting the impact of realistic data limitations on continuous-variable quantum key distribution (CV-QKD) performance. This difference highlights the challenges of translating theoretical key rates into practical, deployable systems, as the number of symbols used for parameter estimation and reconciliation directly affects the final secure key generation.
The team processed 82 independently collected frames, each containing approximately one million transmitted states, yet excluded 3,437,440 symbols during digital signal processing, demonstrating the data loss inherent in real-world implementations. A key aspect of this work involved a rigorous treatment of parameter estimation uncertainties and their subsequent correction through privacy amplification, a process essential for ensuring security when dealing with a limited amount of data.
The derived dataset comprised 78,562,560 recovered symbols, a figure representing the input to parameter estimation and reconciliation, and a critical factor in determining the final secure key rate. The researchers set the error threshold for parameter estimation at 10-10 and the privacy parameter at 10-10, demonstrating a commitment to high security standards even within the constraints of finite-size effects. This level of precision is vital for mitigating potential vulnerabilities arising from imperfect knowledge of system parameters.
The experimental setup, using a 12-kilometer standard single-mode fiber, incorporated independent lasers and RF heterodyne detection, enabling the team to compare key rates under both asymptotic and finite-size frameworks. The system’s performance metrics, including a mean photon number per symbol of 0.320 and a variance of 1.280 SNU, were carefully measured and documented, providing a detailed benchmark for future CV-QKD implementations.
The final key rate of 0.364 Mbit/s, while lower than the asymptotic rate, establishes a concrete baseline for evaluating the feasibility of unidimensional Gaussian-modulated CV-QKD in a practical setting. “We have experimentally demonstrated a unidimensional Gaussian-modulated CV-QKD system over 12 km of optical fiber, combining independent-laser RF-heterodyne reception with an integrated offline classical post-processing chain,” the researchers report.
The team’s analysis indicates that future transmitter designs could benefit from architectures based on a single amplitude modulator, coupled with digital signal processing algorithms tailored for the 1D signal structure. This simplification could potentially reduce hardware complexity and cost.
Unidimensional Modulation Constrains Security Analysis
The demonstrated system achieved a privacy-amplified key rate of 1.421 Mbit/s under the asymptotic security treatment and 0.364 Mbit/s under the finite-size scenario. This performance benchmark, established over a 12-kilometer fiber link, moves beyond asymptotic security treatments and addresses the statistical challenges of real-world deployments. Conventional continuous-variable quantum key distribution (CV-QKD) systems typically encode information across both quadratures of the optical field, demanding precise state preparation and calibration.
This implementation instead uses unidimensional Gaussian modulation, simplifying the process by encoding data in a single quadrature while constraining security through the conjugate quadrature. This approach offers the potential for reduced hardware complexity, a key factor in scaling quantum communication technologies. This chain incorporates essential elements for secure key generation, including coherent detection, digital signal processing, information reconciliation and parameter estimation. The team’s analysis considered physicality-constrained security, a method that accounts for the physical limitations of the system and potential eavesdropping strategies.
Privacy Amplification Yields 0.364 Mbit/s Key Rate
This rate represents a performance benchmark under realistic conditions, incorporating parameter estimation uncertainties and the necessary privacy amplification corrections to ensure security. Approximately 78,562,560 recovered symbols from a dataset of 82 independently processed frames entered the parameter estimation and reconciliation stages, demonstrating the system’s capacity to handle substantial data volumes. The team constructed two-sided confidence intervals for key channel parameters, ensuring an overall parameter-estimation failure probability bounded by 3δPE through the union bound, a conservative measure of security.
This meticulous attention to detail emphasises the commitment to a robust and reliable system. The potential for hardware reduction is significant, as it addresses a key barrier to widespread adoption of CV-QKD. The work builds on previous demonstrations of single-quadrature CV-QKD in fiber and free-space links, extending the progression by integrating practical reconciliation and finite-size security analysis.
The system’s performance at 156. 25 MBaud, combined with the integrated post-processing chain, demonstrates the feasibility of high-speed, secure communication over standard optical fiber. The team’s approach, incorporating physicality-constrained security analysis and finite-size parameter estimation, represents a move toward more practical and robust quantum key distribution systems. The successful demonstration of a privacy-amplified key rate under realistic conditions positions this work as a valuable contribution to the field of quantum-secure communications.
👉 More information
🗞 Implementation of a 1D Gaussian-modulated CV-QKD under finite-size parameter estimation
✍️ Christiano M. S. Nascimento, Maron F. Anka, Gabriel A. V. Menezes, Davi J. G. de Sousa, Nelson A. Neto, Artur A. Matoso and Valéria L. Silva (QuIIN – Quantum Industrial Innovation, EMBRAPII CIMATEC Competence Center in Quantum Technologies, SENAI CIMATEC, Av.
Orlando Gomes, Salvador, BA, Brazil); Gustavo C. Amaral (Quantum Technology Department, TNO – The Netherlands Organization for Applied Scientific Research, Delft, The Netherlands); Guilherme P. Temporão (NITeQ, Department of Electrical Engineering, Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro, RJ, Brazil)
🧠 ArXiv: https://arxiv.org/html/2611.17250v1




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