0 Introduction Signal decomposition is a crucial issue and a key step in signal analysis,which provides the multiscale components for further processing.In many applications related to image and speech/audio processing,it is always necessary to decompose an input signal to extract information such as amplitudes,phases and frequencies.The classical decomposition methods include