Modification of the Modified Born Series for strongly-scattering regime

For the purpose of Automatic Differentiation 3D imaging, a method which is simultaneously reliable and computationally performant is highly desired. Most methods to solve Maxwell’s equations are either poorly performant, or numerically unstable. One method which has broken this dichotomy is the modified Born series (MBS) by Vellekoop et al.. This method formulates a simple iteration which stably converges without sacrificing per-iteration performance. However, in the case of highly-scattering materials, the iteration must be altered to ensure convergence, generally degrading the convergence rate. After studying the modified Born series, we derived a new variant iteration, making use of a Cayley transform to guarantee stability regardless of scattering strength. Beside this improved stability being desireable in and of itself, this property can be leveraged to potentially outperform the modified Born series, in cases of scattering from strongly-scattering media.

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Publication Details

Journal
Springer Link (Chiba Institute of Technology)
Published
2025-09-22
DOI
https://doi.org/10.1051/epjconf/202533501013/pdf
Primary Topic
Microwave Imaging and Scattering Analysis
Type
article
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article

Modification of the Modified Born Series for strongly-scattering regime

Wim J.M. Coene, Frank van der Ceelen
Springer Link (Chiba Institute of Technology)
Microwave Imaging and Scattering Analysis
article

Modification of the Modified Born Series for strongly-scattering regime

Wim J.M. Coene, Frank van der Ceelen
article en

Abstract

For the purpose of Automatic Differentiation 3D imaging, a method which is simultaneously reliable and computationally performant is highly desired. Most methods to solve Maxwell’s equations are either poorly performant, or numerically unstable. One method which has broken this dichotomy is the modified Born series (MBS) by Vellekoop et al.. This method formulates a simple iteration which stably converges without sacrificing per-iteration performance. However, in the case of highly-scattering materials, the iteration must be altered to ensure convergence, generally degrading the convergence rate. After studying the modified Born series, we derived a new variant iteration, making use of a Cayley transform to guarantee stability regardless of scattering strength. Beside this improved stability being desireable in and of itself, this property can be leveraged to potentially outperform the modified Born series, in cases of scattering from strongly-scattering media.

Springer Link (Chiba Institute of Technology)
Openalex Percentile: Top 39%
Microwave Imaging and Scattering Analysis
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Modification of the Modified Born Series for strongly-scattering regime — Wim J.M. Coene, Frank van der Ceelen · Springer Link (Chiba Institute of Technology) (2025) | TGRS Research Map | TGRS