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文章基本信息

  • 标题:A New Signal Feature Extraction Method - Fractal dimensions of Time- Frequency Domain
  • 本地全文:下载
  • 作者:Yuan Yu ; Wang TingYu ; Li Baoliang
  • 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
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