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#machine learning Preprint Oct 2026

When Magnitude Suffices: Reconstructing Time-Domain-Gated Microwave Signals Without Phase on a Thoracic Phantom

Time-domain gating separates the arrivals that form a microwave S-parameter measurement. It requires the measurement of complex values, so this application almost always uses a vector network analyzer (VNA). We show that, on one calibrated measurement configuration, the gated magnitude the VNA would give can be reconst...

Maciej K. Cichoń, Patrycja Gołaś, M. Bartosik et al. · 0 citations
Open access Aug 2026

Positioning-robust broadband microwave transmission as a minimal-complexity approach to thoracic dielectric sensing: simulation and phantom analysis

Microwave-based dielectric sensing of pulmonary fluid has developed along two main paths: complex multi-antenna torso-scanning systems with reconstruction algorithms, and simplified body-mounted transmission devices such as the FDA-cleared ReDS system. The engineering trade-off between measurement complexity, dielectri...

M. Ślot, I. Zasada, Wielisław Olejniczak et al. · 0 citations

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