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• W3214651907 abstract "Numerous signals in relevant signal processing applications can be modeled as a sum of complex exponentials. Each exponential term entails a particular property of the modeled physical system, and it is possible to define families of signals that are associated with the complex exponentials. In this paper, we formulate a classification problem for this guiding principle and we propose a data processing strategy. In particular, we exploit the information obtained from the analytical model by combining it with data-driven learning techniques. As a result, we obtain a classification strategy that is robust under modeling uncertainties and experimental perturbations. To assess the performance of the new scheme, we test it with experimental data obtained from the scattering response of targets illuminated with an impulse radio ultra-wideband radar." @default.
• W3214651907 created "2021-11-22" @default.
• W3214651907 creator A5015243643 @default.
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• W3214651907 creator A5053061543 @default.
• W3214651907 date "2021-11-09" @default.
• W3214651907 modified "2023-09-27" @default.
• W3214651907 title "Classification of sums of complex exponentials" @default.
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• W3214651907 hasPublicationYear "2021" @default.
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