Archivio Istituzionale della RicercaGNSSjamLoc is a localization tool for intentional interfence sources (jammers), that are potentially disturbing legitimate signal reception (e.g. GPS). Given a dataset of power field measurement associated with spatial coordinates and distributed over an observation area, GNSSjamLoc can locate the source of interference, even in complex propagation scenarios (e.g. urban) leveraging a physics-informed model. It is based on a path loss physics-based model augmented with a data-driven component, i.e. a Neural Netrwork. Additional information can be found at https://doi.org/10.48550/arXiv.2212.08097
GNSSjamLoc / Nardin, Andrea; Wu, Peng; Imbiriba, Tales; Closas, Pau. - (2023).
GNSSjamLoc
andrea nardin;
2023
Abstract
GNSSjamLoc is a localization tool for intentional interfence sources (jammers), that are potentially disturbing legitimate signal reception (e.g. GPS). Given a dataset of power field measurement associated with spatial coordinates and distributed over an observation area, GNSSjamLoc can locate the source of interference, even in complex propagation scenarios (e.g. urban) leveraging a physics-informed model. It is based on a path loss physics-based model augmented with a data-driven component, i.e. a Neural Netrwork. Additional information can be found at https://doi.org/10.48550/arXiv.2212.08097
Pubblicazioni consigliate
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
https://hdl.handle.net/11583/2998520