Title :
Approximation by nonuniform sampling series and multiresolution analysis
Author :
Ferreira, Pado Jorge S G
Author_Institution :
Dept. de Electron. e Telecoms, Aveiro Univ., Portugal
Abstract :
The paper discusses the approximation of duration-limited signals by uniform or nonuniform sampling series, whose kernels are the reproducing kernels of a multiresolution analysis of L2. We give an upper bound for the approximation error, which does not depend on the distribution of the sampling points. Since the approximating series is a finite sum, and the sampling points can be nonuniformly distributed, our results account for truncation and jitter errors. There are surprisingly few results on the approximation of nonbandlimited signals by nonuniform sampling series, a fact that adds to the interest of the results
Keywords :
approximation theory; error analysis; jitter; series (mathematics); signal resolution; signal sampling; approximating series; approximation error; duration limited signal approximation; finite sum; jitter errors; multiresolution analysis; nonbandlimited signals; nonuniform distribution; nonuniform sampling series; reproducing kernels; sampling points; truncation errors; uniform sampling series; upper bound; Approximation error; Books; Jitter; Kernel; Multiresolution analysis; Nonuniform sampling; Sampling methods; Signal analysis; Telecommunications; Upper bound;
Conference_Titel :
Digital Signal Processing Workshop Proceedings, 1996., IEEE
Conference_Location :
Loen
Print_ISBN :
0-7803-3629-1
DOI :
10.1109/DSPWS.1996.555479