Adaptive sparsest narrow-band decomposition method and its applications to rotor fault diagnosis

•A signal decomposition method for analyzing non-stationary signals is proposed.•The method is inspired by matching pursuit and empirical mode decomposition.•Signal is decomposed into narrow-band signals when applying the proposed method.•The method is applied to analyze a vibration signal of rotor with fault.