TY  - RPRT
AV  - public
KW  - microwave imaging (MI)
KW  -  contrast source inversion (CSI)
KW  -  Bayesian compressive sensing (BCS)
KW  -  inverse scattering (IS)
M1  - technical_report
PB  - ELEDIA Research Center - University of Trento
ID  - elediasc12914
Y1  - 2025///
UR  - http://www.eledia.org/students-reports/914/
TI  - Sparse Target Reconstruction via Multi-Resolution Bayesian Compressive Sensing
N2  - This work introduces a novel multi-step inverse scattering method within the contrast source inversion (CSI) framework, specifically designed to reconstruct non-Born scatterers. The technique models the unknown contrast sources using a multi-resolution (MR) approach, enabling a more flexible and detailed representation. These sources are then recovered iteratively using Bayesian compressive sensing (BCS). The performance and reliability of the MR-BCS-CSI method are validated through a set of numerical test cases.
A1  - SALUCCI, Marco
A1  - POLI, Lorenzo
A1  - ZARDI, Francesco
A1  - TOSI, Luca
A1  - LUSA, Samantha
A1  - MASSA, Andrea
ER  -