System and computer-implemented method for fractal-dimension mea

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364554, G06F 1760

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active

056967004

ABSTRACT:
A signal processing system and computer-implemented method for processing a igital data sequence representing an input signal to generate a fractal dimension value. The system includes a correlation integral value generation module, correlation plot generation module, a segmentation module, correlation dimension generation module, and a control module. The correlation integral value generation module generates a series of correlation integral values for points w.sub.n (k) in "N"-dimensional space corresponding to vectors of said digital data sequence, and in particular generates inter-point distance values within each of a plurality of volume elements of said "N"-dimensional space. The correlation plot generation module generates a correlation integral plot comprising a plot of the correlation integral values as a function of said "N"-dimensional space volume elements. The segmentation module generates, from the plot, a series of correlation integral plot segments.

REFERENCES:
patent: 5054101 (1991-10-01), Prakash
patent: 5212506 (1993-05-01), Yoshimatsu et al.
patent: 5365941 (1994-11-01), Yoshimatsu et al.
patent: 5504487 (1996-04-01), Tucker

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