Title :
Lowpass/bandpass signal reconstruction and digital filtering from nonuniform samples
Author :
Bonacci, David ; Lacaze, Bernard
Author_Institution :
TESA Lab., Toulouse, France
Abstract :
This paper considers the problem of non uniform sampling in the case of finite energy functions and random processes, not necessarily approaching to zero as time goes to infinity. The proposed method allows to perform exact signal reconstruction, spectral estimation or linear filtering directly from the non-uniform samples. The method can be applied to either lowpass, or bandpass signals.
Keywords :
band-pass filters; digital filters; linear phase filters; low-pass filters; random processes; signal reconstruction; signal sampling; band-pass signal reconstruction; digital filter; finite energy function; linear filter; low-pass signal reconstruction; nonuniform sampling problem; random process; spectral estimation; Baseband; Estimation; Fourier series; Interpolation; Nonuniform sampling; Random processes; Time-frequency analysis; Nonuniform filtering; Periodic nonuniform sampling; Sampling theory; Signal reconstruction; Spectral estimation;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
Conference_Location :
South Brisbane, QLD
DOI :
10.1109/ICASSP.2015.7178647