Abstract

Sampling theories associated with the fractional Fourier transform (FrFT) have blossomed in recent years. However, the majority of the existing sampling models in shift-invariant spaces are constructed using a single generator, which may be inefficient for some mixed signals. In this paper, we first develop a theory for generalized shift-invariant and sampling spaces associated with the FrFT. The conditions and related proof for forming a Riesz basis using the proposed theory are provided. Based on the proposed theory, non-ideal sampling frameworks are constructed using a single generator and multi generators. Furthermore, considering that the non-ideal sampling schemes contain many chirp signal modulators that would increase the hardware complexity and energy consumption, the simplified non-ideal sampling models are also shown in this paper. Finally, the numerical results validate the theoretical derivations.

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