Frame-theory-based approach for determining the time-frequency distribution characterizing a dense group of reflecting objects |
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Authors: | Rebollo-Neira Plastino |
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Affiliation: | Departament de Teoria del Senyal i Comunicacions, Escola Tecnica Superior d'Enginyers de Telecomunicacio, Universitet Politecnica de Catalunya, Barcelona, Spain. |
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Abstract: | An inverse-scattering problem concerning the determination of a time-frequency spreading function is addressed. Such a function characterizes a dense group of reflecting objects at different ranges and moving with different velocities. The problem, arising in radar and other remote-sensing techniques, is a classical inverse problem. The aim is to reconstruct a function of two variables by means of signals (of one variable) reflected from the environment being observed. The proposed approach is developed by recourse to the frame theory in order to provide a reconstruction formula that asymptotically converges to a unique spreading function. The realistic situation with respect to the transmission of a finite number of signals is further considered. In this case the reconstruction formula is shown to yield the orthogonal projection of the spreading function onto a subspace generated by the outgoing signals. |
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