Mathematics > Complex Variables
[Submitted on 20 Jun 2014 (v1), last revised 6 Feb 2015 (this version, v2)]
Title:Realizations of infinite products, Ruelle operators and wavelet filters
View PDFAbstract:Using the notions and tools from realization in the sense of systems theory, we establish an explicit and new realization formula for families of infinite products of rational matrix-functions of a single complex variable. Our realizations of these resulting infinite products have the following four features: 1) Our infinite product realizations are functions defined in an infinite-dimensional complex domain. 2) Starting with a realization of a single rational matrix-function $M$, we show that a resulting infinite product realization obtained from $M$ takes the form of an (infinite-dimensional) Toeplitz operator with a symbol that is a reflection of the initial realization for $M$. 3) Starting with a subclass of rational matrix functions, including scalar-valued corresponding to low-pass wavelet filters, we obtain the corresponding infinite products that realize the Fourier transforms of generators of $\mathbf L_2(\mathbb R)$ wavelets. 4) We use both the realizations for $M$ and the corresponding infinite product to produce a matrix representation of the Ruelle-transfer operators used in wavelet theory. By matrix representation we refer to the slanted (and sparse) matrix which realizes the Ruelle-transfer operator under consideration.
Submission history
From: Daniel Alpay A [view email][v1] Fri, 20 Jun 2014 10:01:05 UTC (15 KB)
[v2] Fri, 6 Feb 2015 09:27:22 UTC (14 KB)
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