Title :
Equivalent Circuits for the PNS2 Sampling Scheme
Author_Institution :
Telecommun. for Space & Aeronaut. Lab. (TeSA), Toulouse, France
Abstract :
Periodic nonuniform sampling of second order (PNS2) involves two periodic sequences with the same period. This sampling scheme has been shown to remove aliasing. Moreover, under particular conditions on their spectral band (or spectral support), exact reconstruction of functions can be derived from their PNS2. This paper more generally deals with the best mean-square interpolation for stationary processes with any known power spectrum, from PNS2 and, possibly, with aliasing. We show that the best estimation is based upon particular linear filters, which depend on the gap between both sampling sequences. The mean-time error also depends on this gap. The errorless interpolation is a particular case. It requires the knowledge of the spectral support rather than the power-spectrum values.
Keywords :
equivalent circuits; interpolation; sampling methods; sequences; PNS2 sampling scheme; equivalent circuits; errorless interpolation; mean-square interpolation; periodic nonuniform sampling of second order; periodic sequences; Equations; Equivalent circuits; Estimation error; Fourier transforms; Interpolation; Nonlinear filters; Nonuniform sampling; Optical signal processing; Sampling methods; Sufficient conditions; Aliasing; irregular sampling; multiband process; prefiltering; stationary processes;
Journal_Title :
Circuits and Systems I: Regular Papers, IEEE Transactions on
DOI :
10.1109/TCSI.2010.2050228