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Minimality of the data in wavelet filters

Palle E. T. Jorgensen
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Abstract

Orthogonal wavelets, or wavelet frames, for L^2(R) are associated with quadrature mirror filters (QMF). The latter constitute a set of complex numbers which relate the dyadic scaling of functions on R to the Z-translates, and which satisfy the QMF-axioms. In this paper, we show that generically, the data in the QMF-systems of wavelets is minimal, in the sense that it cannot be nontrivially reduced. The minimality property is given a geometric formulation in the Hilbert space l^2(Z), and it is then shown that minimality corresponds to irreducibility of a wavelet representation of the algebra O_2; and so our result is that this family of representations of O_2 on the Hilbert space l^2(Z) is irreducible for a generic set of values of the parameters which label the wavelet representations.

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Palle E. T. Jorgensen. 2000-10-19. Minimality of the data in wavelet filters. https://doi.org/10.1006/aima.2000.1958

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