Haar Wavelet Based Implementation Method of the Non–integer Order Differentiation and its Application to Signal Enhancement
Published Online: Jul 10, 2015
Page range: 101 - 106
Received: Nov 18, 2014
Accepted: Jun 18, 2015
DOI: https://doi.org/10.1515/msr-2015-0015
Keywords
© Yuanlu Li et al.
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.
Non–integer order differentiation is changing application of traditional differentiation because it can achieve a continuous interpolation of the integer order differentiation. However, implementation of the non–integer order differentiation is much more complex than that of integer order differentiation. For this purpose, a Haar wavelet-based implementation method of non–integer order differentiation is proposed. The basic idea of the proposed method is to use the operational matrix to compute the non–integer order differentiation of a signal through expanding the signal by the Haar wavelets and constructing Haar wavelet operational matrix of the non–integer order differentiation. The effectiveness of the proposed method was verified by comparison of theoretical results and those obtained by another non–integer order differential filtering method. Finally, non–integer order differentiation was applied to enhance signal.