aiqbench analysis
This research establishes a mathematical framework to select optimal spin subsets within inhomogeneous ensembles, achieving up to an eightfold sensitivity improvement over conventional uniform-region schemes. By implementing phase-only digital holography, the study effectively mitigates illumination non-uniformity, enabling high-precision quantum sensing even in optically scattering environments. The work advances practical magnetometry by addressing inherent variations in control fields that previously limited ensemble performance.
Sensitivity threshold defines the optimal spin subset for ensemble quantum sensing
arXiv:2512.10549v2 Announce Type: replace 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.
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.
Quantum Physics (quant-ph); Applied Physics (physics.app-ph)
arXiv:2512.10549 [quant-ph]
(or arXiv:2512.10549v2 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2512.10549 Focus to learn more arXiv-issued DOI via DataCite
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