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https://hdl.handle.net/11147/1931
Title: | Determination of Wavelet Ridges of Nonstationary Signals by Singular Value Decomposition | Authors: | Özkurt, Nalan Savacı, Ferit Acar |
Keywords: | Chaos theory Computational methods Spurious signal noise Signal filtering and prediction Wavelet ridge |
Publisher: | Institute of Electrical and Electronics Engineers Inc. | Source: | Özkurt, N., and Savacı, F.A. (2005). Determination of wavelet ridges of nonstationary signals by singular value decomposition. IEEE Transactions on Circuits and Systems II: Express Briefs, 52(8), 480-485. doi:10.1109/TCSII.2005.849041 | Abstract: | The ridges obtained from chaotic signals can give the relevant information about the phase structures of the dynamical systems. Therefore, a new wavelet ridge determination method for the noisy signals and nonstationary signals, which is based on the singular value decomposition (SVD) has been proposed in this paper. The proposed method has been compared with Carmona method for monocomponent signals, and multicomponent signals. The proposed method is computationally more effective than the Carmona method to determine the actual ridges. Also, the ridges of the periodic limit cycles and chaotic attractors have been determined by using the SVD-based method to find the degree of chaoticity. | URI: | http://doi.org/10.1109/TCSII.2005.849041 http://hdl.handle.net/11147/1931 |
ISSN: | 1057-7130 1057-7130 |
Appears in Collections: | Electrical - Electronic Engineering / Elektrik - Elektronik Mühendisliği Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collection |
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