Random Signal Multiresolution Model
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Graphical Abstract
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Abstract
It is difficult to describe the relatively complicated statistical properties of random signal by accurate mathematical expression. In this paper, nuclear random signal was decomposed by wavelet analysis method, and the multiresolution model was obtained. Its statistical properties were simulated by this model and random sampling method. The results show that this model can describe the statistical properties of random signal with arbitrary accuracy, and its parameters are less.
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