Title :
Biorthogonal partners and applications
Author :
Vaidyanathan, P.P. ; Vrcelj, Bojan
Author_Institution :
Dept. of Electr. Eng., California Inst. of Technol., Pasadena, CA, USA
fDate :
5/1/2001 12:00:00 AM
Abstract :
Two digital filters H(z) and F(z) are said to be biorthogonal partners of each other if their cascade H(z)F(z) satisfies the Nyquist or zero-crossing property. Biorthogonal partners arise in many different contexts such as filterbank theory, exact and least squares digital interpolation, and multiresolution theory. They also play a central role in the theory of equalization, especially, fractionally spaced equalizers in digital communications. We first develop several theoretical properties of biorthogonal partners. We also develop conditions for the existence of biorthogonal partners and FIR biorthogonal pairs and establish the connections to the Riesz basis property. We then explain how these results play a role in many of the above-mentioned applications
Keywords :
channel bank filters; digital communication; digital filters; equalisers; filtering theory; interpolation; least squares approximations; signal resolution; transfer functions; FIR biorthogonal pairs; Nyquist property; Riesz basis property; biorthogonal partners; digital communications; digital filters; filterbank theory; fractionally spaced equalizers; image interpolation; least squares digital interpolation; multiresolution theory; transfer function pairs; zero-crossing property; Context; Digital communication; Digital filters; Equalizers; Filter bank; Finite impulse response filter; Interpolation; Least squares methods; Signal resolution; Spline;
Journal_Title :
Signal Processing, IEEE Transactions on