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

Quantum 2.0 Conference and Exhibition

Continuous-variable nonclassicality certification under coarse-grained measurement

Chan Roh, Young-Do Yoon, Jiyong Park, Young-Sik Ra

Published Jan 1, 2024• 0 citations
Publisher

Abstract

We experimentally certify the nonclassicality of continuous-variable quantum states under coarse-grained measurement. Furthermore, we show that the coarse-grained measurement generally outperforms the ideal fine-grained measurement in nonclassicality detection.
DOI
10.1364/quantum.2024.qtu3a.53

Related papers

Continuous-Variable Nonclassicality Detection under Coarse-Grained Measurement

Chan Roh, Young-Do Yoon, Jiyong Park +1 more

We experimentally detect the nonclassicality of continuous-variable quantum states under coarse-grained measurement. Furthermore, we show that the coarse-grained measurement generally outperforms the ideal fine-grained measurement in nonclassicality detection.

•Jan 1, 2023•0 citations

Continuous-variable nonclassicality certification under coarse-grained measurement

Chan Roh, Young-Do Yoon, Jiyong Park +1 more

Coarse graining is a common imperfection of realistic quantum measurement, obstructing the direct observation of quantum features. Under highly coarse-grained measurement, we experimentally certify the continuous-variable nonclassicality of both Gaussian and non-Gaussian states. Remarkably, we find that this coarse-grained measurement outperforms the conventional fine-grained measurement for nonclassicality certification: it detects nonclassicality beyond the reach of the variance criterion, and furthermore, it exhibits stronger statistical significance than the high-order moments method. Our work demonstrates the usefulness of coarse-grained measurement by providing a reliable and efficient way of nonclassicality certification for quantum technologies.

arXiv:2212.14343•Physical Review Research•Oct 18, 2023•11 citations

Uncertainty Relations for Coarse-Grained Measurements: An Overview

Toscano, F., Tasca, D., Rudnicki, Ł. +1 more

Uncertainty relations involving incompatible observables are one of the cornerstones of quantum mechanics. Aside from their fundamental significance, they play an important role in practical applications, such as detection of quantum correlations and security requirements in quantum cryptography. In continuous variable systems, the spectra of the relevant observables form a continuum and this necessitates the coarse graining of measurements. However, these coarse-grained observables do not necessarily obey the same uncertainty relations as the original ones, a fact that can lead to false results when considering applications. That is, one cannot naively replace the original observables in the uncertainty relation for the coarse-grained observables and expect consistent results. As such, several uncertainty relations that are specifically designed for coarse-grained observables have been developed. In recognition of the 90th anniversary of the seminal Heisenberg uncertainty relation, celebrated last year, and all the subsequent work since then, here we give a review of the state of the art of coarse-grained uncertainty relations in continuous variable quantum systems, as well as their applications to fundamental quantum physics and quantum information tasks. Our review is meant to be balanced in its content, since both theoretical considerations and experimental perspectives are put on an equal footing.

•Jun 1, 2018•16 citations

Reliable Entanglement Detection Under Coarse-Grained Measurements

Stephen Patrick Walborn, Łukasz Rudnicki, D. S. Tasca +2 more

We derive reliable entanglement witnesses for coarse-grained measurements on continuous variable systems. These witnesses never return a ``false positive" for identification of entanglement, under any degree of coarse graining. We show that, even in the case of Gaussian states, entanglement witnesses based on the Shannon entropy can outperform those based on variances. We apply our results to experimental identification of spatial entanglement of photon pairs.

The Rochester Conferences on Coherence and Quantum Optics and the Quantum Information and Measurement meeting•Jan 1, 2013•3 citations

Heisenberg uncertainty relation for coarse-grained observables

Łukasz Rudnicki, Stephen Patrick Walborn, Fabricio Toscano

We ask which is the best strategy to reveal uncertainty relations between complementary observables of a continuous variable system for coarse-grained measurements. This leads to the derivation of new uncertainty relations for coarse-grained measurements that are always valid, even for detectors with low precision. These relations should be particularly relevant in experimental demonstrations of squeezing in quantum optics, quantum state reconstruction, and the development of trustworthy entanglement criteria.

arXiv:1110.1399•Europhysics Letters (EPL)•Feb 1, 2012•16 citations

A Sensitive Nonclassicality Certification Functional for Continuous-Variable Systems

Ole Steuernagel, Ray-Kuang Lee

If the phase space-based Glauber-Sudarshan distribution, $P_{\varrho}$, has negative values the quantum state, $\varrho$, it describes is nonclassical. Due to $P$'s singular behavior, this simple criterion is impractical to use. Recent work has presented a general, sensitive, and noise-tolerant certification functional for the detection of nonclassical behavior of quantum states $\varrho$. There, it was shown that when this functional takes on negative values somewhere in phase space, $ξ_{P}(x,p) < 0$, this is sufficient to certify the nonclassicality of a state. Here we give examples where this certification fails. We investigate states which are known to be nonclassical but the certification function is nonnegative, $ξ_{P}(x,p) \geq 0$, everywhere in phase space. We generalize $ξ$, giving it an appealing form, $\cal S$, which allows for slight improvements in certification, but $\cal S$ also fails for mixed very weakly nonclassical states. More important than a slight improvement in sensitivity of $\cal S$ over $ξ$ is that we showed how very sensitive $ξ$ and $\cal S$ are, and more important still is our simple derivation of $\cal S$ allowing us to generalize $ξ$ and $\cal S$ to multiple modes.

quant-pharXiv:2512.23299•Photonic and Quantum Waves•Dec 30, 2025•0 citations
Coarse graining is a common imperfection of realistic quantum measurement, obstructing the direct observation of quantum features. Under highly coarse-grained measurement, we experimentally certify the continuous-variable nonclassicality of both Gaussian and non-Gaussian states. Remarkably, we find that this coarse-grained measurement outperforms the conventional fine-grained measurement for nonclassicality certification: it detects nonclassicality beyond the reach of the variance criterion, and furthermore, it exhibits stronger statistical significance than the high-order moments method. Our work demonstrates the usefulness of coarse-grained measurement by providing a reliable and efficient way of nonclassicality certification for quantum technologies.
Uncertainty relations involving incompatible observables are one of the cornerstones of quantum mechanics. Aside from their fundamental significance, they play an important role in practical applications, such as detection of quantum correlations and security requirements in quantum cryptography. In continuous variable systems, the spectra of the relevant observables form a continuum and this necessitates the coarse graining of measurements. However, these coarse-grained observables do not necessarily obey the same uncertainty relations as the original ones, a fact that can lead to false results when considering applications. That is, one cannot naively replace the original observables in the uncertainty relation for the coarse-grained observables and expect consistent results. As such, several uncertainty relations that are specifically designed for coarse-grained observables have been developed. In recognition of the 90th anniversary of the seminal Heisenberg uncertainty relation, celebrated last year, and all the subsequent work since then, here we give a review of the state of the art of coarse-grained uncertainty relations in continuous variable quantum systems, as well as their applications to fundamental quantum physics and quantum information tasks. Our review is meant to be balanced in its content, since both theoretical considerations and experimental perspectives are put on an equal footing.
We ask which is the best strategy to reveal uncertainty relations between complementary observables of a continuous variable system for coarse-grained measurements. This leads to the derivation of new uncertainty relations for coarse-grained measurements that are always valid, even for detectors with low precision. These relations should be particularly relevant in experimental demonstrations of squeezing in quantum optics, quantum state reconstruction, and the development of trustworthy entanglement criteria.
If the phase space-based Glauber-Sudarshan distribution, PϱP_{\varrho}Pϱ​, has negative values the quantum state, ϱ\varrhoϱ, it describes is nonclassical. Due to PPP's singular behavior, this simple criterion is impractical to use. Recent work has presented a general, sensitive, and noise-tolerant certification functional for the detection of nonclassical behavior of quantum states ϱ\varrhoϱ. There, it was shown that when this functional takes on negative values somewhere in phase space, ξP(x,p)<0ξ_{P}(x,p) < 0ξP​(x,p)<0, this is sufficient to certify the nonclassicality of a state. Here we give examples where this certification fails. We investigate states which are known to be nonclassical but the certification function is nonnegative, ξP(x,p)≥0ξ_{P}(x,p) \geq 0ξP​(x,p)≥0, everywhere in phase space. We generalize ξξξ, giving it an appealing form, S\cal SS, which allows for slight improvements in certification, but S\cal SS also fails for mixed very weakly nonclassical states. More important than a slight improvement in sensitivity of S\cal SS over ξξξ is that we showed how very sensitive ξξξ and S\cal SS are, and more important still is our simple derivation of S\cal SS allowing us to generalize ξξξ and S\cal SS to multiple modes.