Global uniqueness and Lipschitz-stability for the inverse Robin transmission problem
arXiv:1808.01806 · doi:10.1137/18M1205388
Abstract
In this paper, we consider the inverse problem of detecting a corrosion coefficient between two layers of a conducting medium from the Neumann-to-Dirichlet map. This inverse problem is motivated by the description of the index of corrosion in non-destructive testing. We show a monotonicity estimates between the Robin coefficient and the Neumann-to-Dirichlet operator. We prove a global uniqueness result and Lipschitz stability estimate, and show how to quantify the Lipschitz stability constant for a given setting. Our quantification of the Lipschitz constant does not rely on quantitative unique continuation or analytic estimates of special functions. Instead of deriving an analytic estimate, we show that the Lipschitz constant for a given setting can be explicitly calculated from the a priori data by solving finitely many well-posed PDEs. Our arguments rely on standard (non-quantitative) unique continuation, a Runge approximation property, the monotonicity result and the method of localized potentials. To solve the problem numerically, we reformulate the inverse problem into a minimization problem using a least square functional. The reformulation of the minimization problem as a suitable saddle point problem allows us to obtain the optimality conditions by using differentiability properties of the min-sup formulation. The reconstruction is then performed by means of the BFGS algorithm. Finally, numerical results are presented to illustrate the efficiency of the proposed alogorithm.
References in corpus (7)
- Monotonicity based shape reconstruction in electrical impedance tomography
- A learning-based method for solving ill-posed nonlinear inverse problems: a simulation study of Lung EIT
- Resolution Guarantees in Electrical Impedance Tomography
- Uniqueness and Lipschitz stability in Electrical Impedance Tomography with finitely many electrodes
- Local uniqueness for an inverse boundary value problem with partial data
- Combining frequency-difference and ultrasound modulated electrical impedance tomography
- Lipschitz stability for an inverse hyperbolic problem of determining two coefficients by a finite number of observations
Cited by in corpus (9)
- A learning-based method for solving ill-posed nonlinear inverse problems: a simulation study of Lung EIT
- Monotonicity-based inversion of the fractional Schrödinger equation II. General potentials and stability
- Infinite-dimensional inverse problems with finite measurements
- Dimension bounds in monotonicity methods for the Helmholtz equation
- Uniqueness, stability and global convergence for a discrete inverse elliptic Robin transmission problem
- Lipschitz stability estimate and reconstruction of Lamé parameters in linear elasticity
- Joint Estimation of Robin Coefficient and Domain Boundary for the Poisson Problem
- Reconstruction of small and extended regions in EIT with a Robin transmission condition
- Solving an inverse elliptic coefficient problem by convex non-linear semidefinite programming