This work presents an improved Multi-Scale algorithm for microwave imaging of two-dimensional scatterers. The proposed methodology includes a feedback between high- and low-resolution reconstructions in order to correlate the iterative reconstruction steps. Towards this end, the appealing features of a Particle Swarm-based algorithm are fully exploited. Such an integration is aimed at better matching a suitable representation of the unknowns with the global optimization properties of the stochastic optimizer to allow faithful reconstructions.
An integrated stochastic multi-scaling strategy for microwave imaging applications / Rocca, Paolo; Massa, Andrea. - ELETTRONICO. - (2011).
An integrated stochastic multi-scaling strategy for microwave imaging applications
Rocca, PaoloPrimo
;Massa, Andrea
Ultimo
2011-01-01
Abstract
This work presents an improved Multi-Scale algorithm for microwave imaging of two-dimensional scatterers. The proposed methodology includes a feedback between high- and low-resolution reconstructions in order to correlate the iterative reconstruction steps. Towards this end, the appealing features of a Particle Swarm-based algorithm are fully exploited. Such an integration is aimed at better matching a suitable representation of the unknowns with the global optimization properties of the stochastic optimizer to allow faithful reconstructions.File | Dimensione | Formato | |
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