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Other literature type . 2004
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zbMATH Open
Article . 2004
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The Clifford-Laguerre Continuous Wavelet Transform

The Clifford-Laguerre continuous wavelet transform
Authors: Brackx, Fred; De Schepper, Nele; Sommen, Frank;

The Clifford-Laguerre Continuous Wavelet Transform

Abstract

The authors construct certain Clifford-Laguerre polynomials by taking monogenic extensions (higher dimensional Euclidean vector-valued analogues of holomorphic functions) of Laguerre polynomials. One begins with Clifford-Heaviside functions \[ P^{\pm}(x)=\frac{1}{2}\Bigl(1+i\frac{x}{| x| }\Bigr),\qquad x=\sum_{j=1}^n e_j x_j, \] where the standard basis vectors \(e_j\) satisfy the Clifford multiplication and conjugation rules \[ e_je_l+e_ke_j=-2\delta_{j,k},\qquad \overline{e_j}=-e_j. \] The Clifford-Laguerre polynomials \(L^{\pm,\pm}_{k,\alpha}(x)\) on \(\mathbb{R}^n\) arise in the so-called CK (Cauchy-Kovalevs\-kaya) extension \(\sum_{k=0}^\infty (-1)^k \frac{x_0^k}{k!} \partial_x^k f(x)\) of a real-analytic function \(f\) on \(\mathbb{R}^n\) to a {\textit{monogenic}} function in \(\mathbb{R}^{n+1}_+\), as the authors review. Here, \(\partial_x =\sum_{j=1}^n e_j \partial/\partial x_j\). For example, \(F^{\pm}(x)=\exp(-| x| )| x| ^\alpha P^{\pm}\) extends to \[ F^{+}(x)=\exp(-| x| )| x| ^{\alpha}\sum_{k=0}^\infty \frac{{x_0}^k}{k!} | x| ^{-2k}\bigl(L^{+,+}_{k,\alpha}(x)P^{+}+L^{+,-}_{k,\alpha}(x)P^{-}\bigr). \] The authors derive the orthogonality relation \[ \int \overline{L^{+,+}_{k,\alpha+2k}}\bigl(L^{+,+}_{\ell,\alpha+2\ell}P^{+} \,+\,L^{+,-}_{\ell,\alpha+2\ell}P^{-}\bigr)| x| ^\alpha \exp(-| x| ) \, dx =0 \] when \(\alpha>-n\) and \(2k<\ell\). This justifies proposing the \textit{wavelets} \[ \psi_{\ell,\alpha}(x) = \bigl(L^{+,+}_{\ell,\alpha+2\ell}P^{+}\,+\, L^{+,-}_{\ell,\alpha+2\ell}P^{-}\bigr)| x| ^\alpha \exp(-| x| ), \] which are then shown to have vanishing moments up to order \(\ell-1\). A continuous wavelet transform based on these wavelets is then discussed.

Keywords

Nontrigonometric harmonic analysis involving wavelets and other special systems, monogenic extension, 30G35, Laguerre polynomial, Fourier and Fourier-Stieltjes transforms and other transforms of Fourier type, Functions of hypercomplex variables and generalized variables, wavelet, 42B10, Special integral transforms (Legendre, Hilbert, etc.), Clifford algebra, Clifford analysis, continuous wavelet transform, 44A15

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
10
Average
Top 10%
Average
Green
hybrid