Local fractional short time transforms and Local fractional continuous wavelet transforms are new tools to deal with fractal signals.
For more detalis, see my book: Yang Xiaojun, Local fractional integral transforms. Asian Academic Publisher Limited ,2011. Welcome to the discussion.
http://www.researchgate.net/profile/Yang_Xiaojun/publications/