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    Agnostic parameter estimation with large spins

    Huining Zhang1 and X. X. Yi1,2,*

    • 1Center for Quantum Sciences and School of Physics, Northeast Normal University, Changchun 130024, China
    • 2Center for Advanced Optoelectronic Functional Materials Research, and Key Laboratory for UV Light-Emitting Materials and Technology of Ministry of Education, Northeast Normal University, Changchun 130024, China

    • *Contact author: yixx@nenu.edu.cn

    Phys. Rev. A 114, 022612 – Published 12 August, 2026

    DOI: https://doi.org/10.1103/65yc-n21n

    Abstract

    The quantum Fisher information of a quantum state with respect to a certain parameter quantifies the sensitivity of the quantum state to changes in that parameter. Maximizing the quantum Fisher information is essential for achieving the optimal estimation precision of quantum sensors. A typical quantum sensor involves a qubit (e.g., a spin-12) probe undergoing an unknown rotation, here the unknown rotation angle is the parameter to be estimated. A well-known limitation is that if the rotation axis is unknown beforehand, the maximal quantum Fisher information is impossible to attain. This limitation has been lifted recently by leveraging entanglement between the probe qubit and an ancilla qubit. Namely, through measurement of the ancilla after the axis is revealed, one can prepare the probe that is optimal for any unknown rotation axis. This protocol, however, works only for a spin-12. Considering large spin probes can achieve a larger quantum Fisher information, offering enhanced metrological advantage, we here utilize the entanglement between a large spin probe and an ancilla to achieve optimal quantum Fisher information for estimating the rotation angle, without prior knowledge of the rotation axis. Different from the previous spin-12 case, achieving the optimal precision with large spins generally requires postselection, resulting in a success probability dependent on the dimension of the Hilbert space. Furthermore, we extend the encoding state from the maximally entangled case to general entangled states, showing that optimal metrology can still be achieved with a certain success probability.

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