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September 15, 2026npj Quantum InformationOpen Access

Criteria for unbiased estimation: applications to noise-agnostic sensing and quantum channel estimation

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Authors

HKHyukgun KwonKTKento TsubouchiLJLiang Jiang

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Overview

Theoretical analysis demonstrates criteria for unbiased multiparameter estimation across quantum states and channels, highlighting noise-resilient sensing protocols.

Key Points

  • Establish the necessary and sufficient conditions for local unbiased multi-parameter estimation in quantum states and quantum channels.
  • Formulated mathematical conditions for local unbiased state estimation based on the derivatives of encoded quantum states.
  • Extended the theoretical framework to quantum channel estimation incorporating arbitrary completely positive trace-preserving controls, noiseless ancillae, and sequential channel queries.
  • Applied the criteria to phase estimation subject to unknown Pauli noise and noise parameter estimation in non-Clifford gates using cycle benchmarking under state preparation and measurement errors.
  • Demonstrated that standard probe schemes fail to achieve local unbiased phase estimation under unknown Pauli noise, whereas an entangled probe with a noiseless ancilla makes it feasible.
  • Derived exact necessary and sufficient criteria for local unbiased estimation of quantum channel parameters under general operational controls.
  • Confirmed the viability of unbiased noise parameter characterization for non-Clifford gates in the presence of state preparation and measurement errors.

Cite This Study

Kwon et al. (2026) studied this question.

synapsesocial.com/papers/6aa912f99013453be30a0cdbhttps://doi.org/10.1038/s41534-026-01347-3
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