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Main Authors: Mukhopadhyay, Chiranjib, Bayat, Abolfazl, Montenegro, Victor, Paris, Matteo G. A.
Format: Preprint
Published: 2025
Subjects:
Online Access:https://arxiv.org/abs/2506.06075
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author Mukhopadhyay, Chiranjib
Bayat, Abolfazl
Montenegro, Victor
Paris, Matteo G. A.
author_facet Mukhopadhyay, Chiranjib
Bayat, Abolfazl
Montenegro, Victor
Paris, Matteo G. A.
contents Conventional multiparameter quantum sensing relies on joint estimation, but this approach faces two key limitations: theoretical bounds may be unattainable due to measurement incompatibility, and sensing may fail due to parameter interdependencies. We propose stepwise estimation and identify regimes where it outperforms joint estimation. For multiple quantum sensors, this scheme achieves far lower error bounds than joint estimation. With many-body probes, stepwise sensing retains a quantum-enhanced scaling advantage often lost in joint estimation due to parameter correlations. We demonstrate its concrete advantages through Bayesian implementations across diverse examples.
format Preprint
id arxiv_https___arxiv_org_abs_2506_06075
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle Beating joint quantum estimation limits with stepwise multiparameter metrology
Mukhopadhyay, Chiranjib
Bayat, Abolfazl
Montenegro, Victor
Paris, Matteo G. A.
Quantum Physics
Conventional multiparameter quantum sensing relies on joint estimation, but this approach faces two key limitations: theoretical bounds may be unattainable due to measurement incompatibility, and sensing may fail due to parameter interdependencies. We propose stepwise estimation and identify regimes where it outperforms joint estimation. For multiple quantum sensors, this scheme achieves far lower error bounds than joint estimation. With many-body probes, stepwise sensing retains a quantum-enhanced scaling advantage often lost in joint estimation due to parameter correlations. We demonstrate its concrete advantages through Bayesian implementations across diverse examples.
title Beating joint quantum estimation limits with stepwise multiparameter metrology
topic Quantum Physics
url https://arxiv.org/abs/2506.06075