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One-dimensional inverse scattering with a Born model in a three-layered medium
Raffaele Persico1, Francesco Soldovieri
1Istituto per il Rilevamento Elettromagnetico dell'Ambiente, Consiglio Nazionale delle Ricerche (IREA-CNR), Via Diocleziano 328, 80124 Napoli, Italy. persico.r@irea.cnr.it
Summary
This study analyzes the inverse-scattering problem for a dielectric slab using multifrequency data and the Born approximation. Results show that discontinuities in dielectric properties between media can hinder accurate profile reconstruction.
Area of Science:
- Electromagnetics
- Applied Physics
- Inverse Problems
Background:
- Inverse scattering problems are crucial for non-invasive material characterization.
- The Born approximation simplifies complex scattering scenarios but introduces model errors.
- Multifrequency scattered field data offers rich information for reconstruction.
Purpose of the Study:
- To investigate the inverse-scattering problem for a dielectric slab in a three-layered medium.
- To analyze the impact of dielectric property discontinuities on reconstruction accuracy.
- To assess the limitations of the Born approximation in such scenarios.
Main Methods:
- Formulating the problem as a linear inverse problem.
- Utilizing multifrequency scattered field data.
- Applying singular-value decomposition (SVD) for analysis and solution.
- Analyzing model error associated with the Born approximation.
Main Results:
- Singular-value decomposition (SVD) enables the investigation and solution of the linear inverse problem.
- SVD provides insights into the spatial variability of retrievable dielectric profiles.
- The discontinuity of dielectric properties between the second and third medium was identified as a significant challenge.
Conclusions:
- The Born approximation, while useful, can lead to model errors, particularly with dielectric discontinuities.
- Discontinuities in dielectric properties between media can impede the accurate retrieval of dielectric profiles.
- Careful consideration of medium interfaces is necessary for reliable inverse scattering solutions.