Title :
Correlation Dimension Analysis: A Non-linear Time Series Analysis for Data Processing
Author :
Yan, Ruqiang ; Liu, Yongbin ; Gao, Robert X.
fDate :
12/1/2010 12:00:00 AM
Abstract :
In this article, we provide an overview of the correlation dimension from the technical perspective, together with illustrations of its application in bearing-failure detection and the determination of automotive gearbox wear.
Keywords :
Fourier transforms; automotive components; data communication; gears; machine bearings; signal processing; time series; wavelet transforms; wear; Fourier transform; automotive gearbox wear; bearing-failure detection; correlation dimension analysis; data processing; instrumentation; nonlinear time series analysis; wavelet transform; Correlation; Delay effects; Instruments; Phase measurement; Time measurement; Time series analysis; Vibrations;
Journal_Title :
Instrumentation & Measurement Magazine, IEEE
DOI :
10.1109/MIM.2010.5669609
