Eigenstructure of the linearized electrical impedance tomography problem under radial perturbations

We analyze the Fréchet derivative F , that maps a perturbation in conductivity to the linearized change in boundary measurements governed by the conductivity equation. The domain is taken to be the unit ball B ⊂ R d with d ≥ 2 , and we choose perturbations η from the Hilbert space L 2 ( B ) . Under the condition that the perturbations are rotationally symmetric, we show that the eigenfunctions of the linear approximation Fη correspond to the spherical harmonics. Furthermore, we establish an explicit formula for the associated eigenvalues and show that for perturbations from any bounded subset, the decay of these eigenvalues is uniform with respect to the degree of the spherical harmonics. The established structure of Fη enables us to show that the Fréchet derivative F can be approximated by finite-rank operators when restricted to rotationally symmetric perturbations. Both the extension to L 2 ( B ) perturbations and the approximability by finite-rank operators are favorable properties for further analysis of F in numerical algorithms.

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Publication Details

Journal
Journal of Differential Equations
Published
2026-04-23
DOI
https://doi.org/10.1016/j.jde.2026.114430
Primary Topic
Numerical methods in inverse problems
Type
article
Field-Weighted Citation Impact
0.00

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article

Eigenstructure of the linearized electrical impedance tomography problem under radial perturbations

Markus Hirvensalo
Journal of Differential Equations
Numerical methods in inverse problems
article

Eigenstructure of the linearized electrical impedance tomography problem under radial perturbations

Markus Hirvensalo
article en

Abstract

We analyze the Fréchet derivative F , that maps a perturbation in conductivity to the linearized change in boundary measurements governed by the conductivity equation. The domain is taken to be the unit ball B ⊂ R d with d ≥ 2 , and we choose perturbations η from the Hilbert space L 2 ( B ) . Under the condition that the perturbations are rotationally symmetric, we show that the eigenfunctions of the linear approximation Fη correspond to the spherical harmonics. Furthermore, we establish an explicit formula for the associated eigenvalues and show that for perturbations from any bounded subset, the decay of these eigenvalues is uniform with respect to the degree of the spherical harmonics. The established structure of Fη enables us to show that the Fréchet derivative F can be approximated by finite-rank operators when restricted to rotationally symmetric perturbations. Both the extension to L 2 ( B ) perturbations and the approximability by finite-rank operators are favorable properties for further analysis of F in numerical algorithms.

Journal of Differential EquationsVol. 474
Aalto University (FI)
Luonnontieteiden ja Tekniikan Tutkimuksen Toimikunta
Openalex Percentile: Top 96%
Numerical methods in inverse problems
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