Adiabatic Quantum Estimation: A Numerical Study of the Heisenberg XX Model with Antisymmetric Exchange
L. Fathi Shadehi, H. Rangani Jahromi, M. Ghanaatian

TL;DR
This study analytically explores how a two-qubit system can be used for precise quantum estimation of a magnetic field's azimuthal direction, analyzing the effects of various interactions and field strengths on quantum Fisher information.
Contribution
It provides an exact analytical solution for quantum Fisher information in a two-qubit model with antisymmetric exchange, revealing strategies for optimal magnetic field direction estimation.
Findings
QFI saturation occurs under strong rotating fields.
Estimating azimuthal direction is more efficient with a single qubit when the field is weak.
Using only the unaffected qubit can sometimes outperform local interaction strategies.
Abstract
In this paper, we address the adiabatic technique for quantum estimation of the azimuthal orientation of a magnetic field. Exactly solving a model consisting of a two-qubit system, where one of which is driven by a static magnetic field while the other is coupled with the magnetic field rotating adiabatically, we obtain the analytical expression of the quantum Fisher information (QFI). We investigate how the two-qubit system can be used to probe the azimuthal direction of the field and analyze the roles of the intensities of the magnetic fields, Dzyaloshinskii-Moriya interaction, spin-spin coupling coefficient, and the polar orientation of the rotating field on the precision of the estimation. In particular, it is illustrated that the QFI trapping or saturation may occur if the qubit is subjected to a strong rotating field. Moreover, we discuss how the azimuthal direction of the…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
