Title :
On the necessary density for spectrum-blind nonuniform sampling
Author :
Gastpar, Michael ; Bresler, Yoram
Author_Institution :
Dept. of Commun. Syst., Swiss Fed. Inst. of Technol., Lausanne, Switzerland
Abstract :
It is known that in the absence of distortion, the minimum average sampling density for a multiband signal is given by its spectral occupancy. Furthermore, there exist nonuniform sampling patterns of the same average sampling density such that reconstruction is feasible even if the actual spectral support of the multiband signal is unknown. This is called spectrum-blind nonuniform sampling. However, if the samples are distorted, an increased sampling density may lead to superior reconstruction
Keywords :
signal reconstruction; signal sampling; minimum average sampling density; multiband signal; necessary density; reconstruction; sampling density; spectral occupancy; spectral support; spectrum-blind nonuniform sampling; AWGN; Additive white noise; Discrete Fourier transforms; Gaussian noise; Laboratories; Mutual information; Nonuniform sampling; Sampling methods; Signal sampling; Signal to noise ratio;
Conference_Titel :
Information Theory, 2000. Proceedings. IEEE International Symposium on
Conference_Location :
Sorrento
Print_ISBN :
0-7803-5857-0
DOI :
10.1109/ISIT.2000.866743