Efficient Energy-Constrained Semi-Device-Independent QRNG with an Integrated Heterodyne Receiver
- URL: http://arxiv.org/abs/2606.23231v1
- Date: Mon, 22 Jun 2026 12:18:55 GMT
- Title: Efficient Energy-Constrained Semi-Device-Independent QRNG with an Integrated Heterodyne Receiver
- Abstract summary: We experimentally demonstrate a quantum random number generator within a semi-device-independent QRNG framework.<n>We certify 0.223 bit per measurement, the highest value reported to date for a continuous-variable semi-device-independent QRNG.
- Score: 0.0
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: Semi-device-independent QRNG frameworks represent a particularly attractive approach, combining strong security guarantees with high randomness generation rates while relying only on reduced and practical physical assumptions. A recently proposed approach based on photon-number constraints is particularly suited to photonic implementations, where these assumptions can be easily assessed experimentally. Here, we experimentally demonstrate a quantum random number generator within this framework, enabling the direct computation of lower bounds on the certifiable Shannon entropy via semidefinite relaxation techniques. When combined with entropy accumulation methods, this approach enables finite-size randomness certification without assuming independent and identically distributed rounds. We realize the protocol using a four-state coherent-state constellation symmetrically distributed in phase space and measured by heterodyne detection, certifying 0.223 bit per measurement, which is the highest value reported to date for a continuous-variable semi-device-independent QRNG. The implementation combines a low-loss integrated photonic heterodyne receiver with a simple transmitter assembled from commercial components, providing a practical and high-speed architecture for semi-device-independent randomness generation.
Related papers
- Characterizing Heterogeneous Rates in Finite Mixture Estimation via Partial Optimal Transport [88.55403215843967]
Voronoi-based partial optimal transport (VPOT) for obtaining refined local and global convergence guarantees for the maximum likelihood estimator of the mixing measure.<n>Results hold in arbitrary fixed dimension without requiring mixing proportions to be uniformly bounded away from zero or prior knowledge of the true number of mixture components.
arXiv Detail & Related papers (2026-09-15T04:32:53Z) - Scalable Lindblad Noise Learning via Stochastic Tensor-Network Simulation [48.887627688666974]
Learning dissipation rates in large-scale open quantum systems is a major obstacle for near-term quantum technologies.<n>Here, we propose a scalable noise-learning framework for Lindblad dissipation rates that combines a simulation method, the Jump Method (TJM)<n>We demonstrate the approach on two noise models in the Ising model, in which independent dissipation rates are learned for each site up to $N_mathrmsite=16$.<n>This combination of scalable numerics and rigorous theoretical guarantees positions TJM-based noise learning as a practical foundation for characterizing dissipation in large quantum devices.
arXiv Detail & Related papers (2026-08-25T15:07:11Z) - Quantum Decision Theory for Displacement Detection with Finite-Energy GKP States [46.2474896050764]
We develop a framework for detecting phase-space displacements with finite-energy, $d$-level Gottesman-Kitaev-Preskill (GKP) probes.<n>For single-mode and entanglement-assisted architectures, we derive the Bayesian minimum-error probability.<n>We benchmark the resulting protocols against coherent-state, direction-matched squeezed-vacuum, and twin-beam schemes.
arXiv Detail & Related papers (2026-08-08T10:32:05Z) - Continuous-Variable Source-Independent Quantum Random Number Generation with General POVMs [9.797328475012575]
Continuous-variable source-independent quantum random number generators offer the highest generation rates among semi-device-independent protocols.<n>We propose a rigorous security proof framework that accommodates general, infinite-dimensional positive-operator-valued measures.<n>We experimentally validate our protocol on an optical platform using vacuum and weak coherent states, achieving a maximum secure randomness extraction of 1.11 bits per sample.
arXiv Detail & Related papers (2026-06-30T01:48:49Z) - On-chip semi-device-independent quantum random number generator exploiting contextuality [0.0]
We present a quantum random number generator (QRNG) based on the violation of a contextuality inequality.<n>Our system combines a heralded single-photon source with a reconfigurable interferometric mesh to implement qutrit state preparation.<n>We certify a conditional min-entropy per experimental round of Hmin = 0.077 +- 0.002, derived via a tailored semidefinite-programming-based security analysis.
arXiv Detail & Related papers (2026-01-13T09:59:37Z) - Semi-device-independent randomness certification on discretized continuous-variable platforms [33.83993649730681]
We present a semi-device-independent scheme for randomness certification tailored to continuous-variable implementations.<n>We show that simple optical setups can achieve dimension-witness violations that certify positive min-entropy.
arXiv Detail & Related papers (2025-11-07T19:23:46Z) - Fully passive quantum random number generation with untrusted light [1.088173988655269]
Quantum random number generators (QRNGs) harness the inherent unpredictability of quantum mechanics to produce true randomness.<n>In many optical implementations, the light source remains a potential vulnerability - susceptible to adversarial attacks and even eavesdropping.<n>We enhance an existing SDI-QRNG protocol by eliminating the need for a perfectly balanced beam splitter within the trusted measurement device.<n>Using only off-the-shelf components, our implementation achieves real-time randomness generation rates of 0.347 Gbps.
arXiv Detail & Related papers (2025-05-01T16:21:50Z) - Device-independent secure correlations in sequential quantum scenarios [44.99833362998488]
Device-independent quantum information is attracting significant attention, particularly for its applications in information security.<n>We propose a systematic approach to designing sequential quantum protocols for device-independent security.<n>We analytically prove that, with this systematic construction, the resulting ideal correlations are secure in the sense that they cannot be reproduced as a statistical mixture of other correlations.
arXiv Detail & Related papers (2025-03-18T16:45:20Z) - Continuous-Variable Source-Independent Quantum Random Number Generator with a Single Phase-Insensitive Detector [0.5439020425819]
Quantum random number generators (QRNGs) harness quantum mechanical unpredictability to produce true randomness.
We propose a novel CV-SI-QRNG scheme with a single phase-insensitive detector, and provide security proof based on semi-definite programming (SDP)
These results demonstrate the feasibility of our framework, paving the way for practical and simple SI-QRNG implementations.
arXiv Detail & Related papers (2024-11-22T09:26:53Z) - Certified randomness in tight space [28.7482666629286]
We provide a method for certified randomness generation on a small-scale application-ready device.
We demonstrate a 2-qubit photonic device that achieves the highest standard in randomness yet is cut out for real-world applications.
arXiv Detail & Related papers (2023-01-09T17:34:48Z) - Importance sampling for stochastic quantum simulations [68.8204255655161]
We introduce the qDrift protocol, which builds random product formulas by sampling from the Hamiltonian according to the coefficients.
We show that the simulation cost can be reduced while achieving the same accuracy, by considering the individual simulation cost during the sampling stage.
Results are confirmed by numerical simulations performed on a lattice nuclear effective field theory.
arXiv Detail & Related papers (2022-12-12T15:06:32Z) - Practical Semi-Device Independent Randomness Generation Based on Quantum
State's Indistinguishability [0.0]
We present a proof-of-principle time-bin encoding semi-DI QRNG experiments based on a prepare-and-measure scheme.
We lower-bound the conditional min-entropy from the energy-bound and the input-output correlation, determining the amount of genuine randomness that can be certified.
arXiv Detail & Related papers (2021-04-22T15:39:36Z) - Single photon randomness originating from the symmetry of dipole
emission and the unpredictability of spontaneous emission [55.41644538483948]
Quantum random number generation is a key ingredient for quantum cryptography and fundamental quantum optics.
We experimentally demonstrate quantum random number generation based on the spontaneous emission process.
The scheme can be extended to random number generation by coherent single photons with potential applications in solid-state based quantum communication at room temperature.
arXiv Detail & Related papers (2021-02-18T14:07:20Z) - Semi-Device-Independent Heterodyne-based Quantum Random Number Generator [0.0]
Quantum random number generators (QRNG) usually need to trust their devices, but their security can be jeopardized in case of imperfections or malicious external actions.
We present a robust implementation of a Semi-Device-Independent QRNG that guarantees both security and fast generation rates.
arXiv Detail & Related papers (2020-04-17T17:00:04Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.