Title :
Filterbank reconstruction of bandlimited signals from nonuniform and generalized samples
Author :
Eldar, Yonina C. ; Oppenheim, Alan V.
Author_Institution :
Res. Lab. of Electron., MIT, Cambridge, MA, USA
fDate :
10/1/2000 12:00:00 AM
Abstract :
This paper introduces a filterbank interpretation of various sampling strategies, which leads to efficient interpolation and reconstruction methods. An identity, which is referred to as the interpolation identity, is developed and is used to obtain particularly efficient discrete-time systems for interpolation of generalized samples as well as a class of nonuniform samples, to uniform Nyquist samples, either for further processing in that form or for conversion to continuous time. The interpolation identity also leads to new sampling strategies including an extension of Papoulis´ (1977) generalized sampling expansion
Keywords :
bandlimited signals; continuous time filters; interpolation; sampled data filters; signal reconstruction; signal sampling; bandlimited signals; continuous time; discrete-time systems; filterbank reconstruction; generalized samples; generalized sampling expansion; interpolation identity; nonuniform samples; sampling strategies; uniform Nyquist samples; Data acquisition; Digital signal processing; Filter bank; Interpolation; Iterative algorithms; Nonuniform sampling; Reconstruction algorithms; Sampling methods; Signal processing; Signal sampling;
Journal_Title :
Signal Processing, IEEE Transactions on