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Stochastic perturbation approach to the wavelet‐based analysis
Authors:M Kami&#x;ski
Institution:M. Kamiński
Abstract:The wavelet‐based decomposition of random variables and fields is proposed here in the context of application of the stochastic second order perturbation technique. A general methodology is employed for the first two probabilistic moments of a linear algebraic equations system solution, which are obtained instead of a single solution projection in the deterministic case. The perturbation approach application allows determination of the closed formulas for a wavelet decomposition of random fields. Next, these formulas are tested by symbolic projection of some elementary random field. Copyright © 2004 John Wiley & Sons, Ltd.
Keywords:multiresolutional analysis  wavelet decomposition  stochastic perturbation technique
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