期刊名称:International Journal of Computer Information Systems and Industrial Management Applications
印刷版ISSN:2150-7988
电子版ISSN:2150-7988
出版年度:2010
卷号:2
页码:155-162
出版社:Machine Intelligence Research Labs (MIR Labs)
摘要:In this paper, vibration signal multifractal method was researched, multifractal on time-frequency domain was an energy fractal and the signal feature extraction was based on the analysis of its energy distributing. The method analysed signal on time- frequency domain to characterize the distributing of its frequency or energy, and the signal's feature was extracted by fractal dimension. After the signal was changed to time-frequency domain by Hilbert-Huang transform, general dimension Dq would be calculated from the signal in time-frequency domain by least square method. In the end, examples of emulator and practical application proved that this integrated method was feasible.
关键词:multifractal; Hilbert-Huang transform; ; general dimension