Corrupted sensing quantum state tomography

Abstract The reliable characterization of quantum states as well as any potential noise in various quantum systems is crucial for advancing quantum technologies. In this work we propose the concept of corrupted sensing quantum state tomography which enables the simultaneous reconstruction of quantum states and structured noise with the aid of simple Pauli measurements only. Without additional prior information, we investigate the reliability and robustness of the framework. The power of our protocol is demonstrated by assuming sparse Gaussian and Poisson noise for low-rank state tomography. In particular, our approach is able to achieve a high quality of the recovery with incomplete sets of measurements and is also suitable for performance improvement of large quantum systems. It is envisaged that the techniques can become a practical tool to greatly reduce the cost and computational effort for quantum tomography in noisy quantum systems.

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Publication Details

Journal
New Journal of Physics
Published
2025-04-23
DOI
https://doi.org/10.1088/1367-2630/adcfbf
Citations
1
Primary Topic
Quantum Information and Cryptography
Type
article
Field-Weighted Citation Impact
2.48

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article

Corrupted sensing quantum state tomography

Jiangwei Shang, Mengru Ma
1 citations
New Journal of Physics
Quantum Information and Cryptography
2.48
article

Corrupted sensing quantum state tomography

Jiangwei Shang, Mengru Ma
article en
1 citations

Abstract

Abstract The reliable characterization of quantum states as well as any potential noise in various quantum systems is crucial for advancing quantum technologies. In this work we propose the concept of corrupted sensing quantum state tomography which enables the simultaneous reconstruction of quantum states and structured noise with the aid of simple Pauli measurements only. Without additional prior information, we investigate the reliability and robustness of the framework. The power of our protocol is demonstrated by assuming sparse Gaussian and Poisson noise for low-rank state tomography. In particular, our approach is able to achieve a high quality of the recovery with incomplete sets of measurements and is also suitable for performance improvement of large quantum systems. It is envisaged that the techniques can become a practical tool to greatly reduce the cost and computational effort for quantum tomography in noisy quantum systems.

New Journal of PhysicsVol. 27(5)
Beijing Institute of Technology (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 11%
Quantum Information and Cryptography
2.48
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