Stochastic Discrete Scale Invariance

Abstract : A definition of stochastic discrete scale invariance (DSI) is proposed and its properties studied. It is shown how the Lamperti transformation, which transforms stationarity in self-similarity, is also a means to connect processes deviating from stationarity and processes which are not exactly scale invariant: in particular we interpret DSI as the image of cyclostationarity. This theoretical result is employed to introduce a multiplicative spectral representation of DSI processes based on the Mellin transform, and preliminar remarks are given about estimation issues.
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Pierre Borgnat, Patrick Flandrin, Pierre-Olivier Amblard. Stochastic Discrete Scale Invariance. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2002, 9 (6), pp.181-184. ⟨ensl-00175962⟩

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