Sensitivity threshold defines the optimal spin subset for ensemble quantum sensing

Inhomogeneous broadening and spatial gradients in control fields inevitably produce large variations in characteristic sensitivity across spin ensembles. We derive an analytic expression for the sensitivity of an inhomogeneous ensemble and introduce a sensitivity threshold that identifies the optimal subset of spins. For both pulsed and continuous-wave magnetometry, the optimal ensembles deliver up to an eightfold improvement over conventional schemes relying on nominally uniform regions of the ensemble. We demonstrate phase-only digital holography to implement the optimal ensembles and show that the measured illumination non-uniformity limits the sensitivity by 14%. This approach enables optimal quantum sensing in optically scattering environments.

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Publication Details

Journal
Physical Review Applied
Published
2026-11-09
DOI
https://doi.org/10.1103/xrpd-4xdg
Primary Topic
Diamond and Carbon-based Materials Research
Type
article
Field-Weighted Citation Impact
0.00
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article

Sensitivity threshold defines the optimal spin subset for ensemble quantum sensing

Keun‐Young Lee, H. K. Lee, Minhyeok Kim, Donggyu Kim
3 links
Physical Review Applied
Diamond and Carbon-based Materials Research
article

Sensitivity threshold defines the optimal spin subset for ensemble quantum sensing

Keun‐Young Lee, H. K. Lee, Minhyeok Kim, Donggyu Kim
article en

Abstract

Inhomogeneous broadening and spatial gradients in control fields inevitably produce large variations in characteristic sensitivity across spin ensembles. We derive an analytic expression for the sensitivity of an inhomogeneous ensemble and introduce a sensitivity threshold that identifies the optimal subset of spins. For both pulsed and continuous-wave magnetometry, the optimal ensembles deliver up to an eightfold improvement over conventional schemes relying on nominally uniform regions of the ensemble. We demonstrate phase-only digital holography to implement the optimal ensembles and show that the measured illumination non-uniformity limits the sensitivity by 14%. This approach enables optimal quantum sensing in optically scattering environments.

Physical Review Applied
Diamond and Carbon-based Materials Research
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