Title :
The role of biorthogonal partners in sampling theory for non bandlimited signals: a review
Author :
Vrcelj, Bojan ; Vaidyanathan, P.P.
Author_Institution :
Dept. of Electr. Eng., California Inst. of Technol., Pasadena, CA, USA
Abstract :
It is well known that a broad class of non-bandlimited signals can be reconstructed from uniformly spaced samples by relating the problem to the inversion of a digital filter. This simple idea has given rise to many applications, some of them quite sophisticated. This includes spline interpolation, fractionally spaced equalization (FSE) of noisy channels and more recently, rational FSEs. On the theoretical front, it has given rise to the idea of biorthogonal partners, which unify many aspects of wavelet theory into the same framework.
Keywords :
digital filters; inverse problems; signal reconstruction; signal sampling; wavelet transforms; FSE; biorthogonal partners; digital filter inversion; fractional biorthogonal partners; fractionally spaced equalization; noisy channels; nonbandlimited signal; rational FSE; sampling theory; signal reconstruction; spline interpolation; wavelet theory; Digital filters; Digital signal processing; Interpolation; Least squares approximation; Sampling methods; Signal processing; Signal sampling; Signal to noise ratio; Space technology; Spline;
Conference_Titel :
Signals, Systems and Computers, 2002. Conference Record of the Thirty-Sixth Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-7803-7576-9
DOI :
10.1109/ACSSC.2002.1197206