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A new method to determine a fractal dimension of non-stationary biological time-serial data
H Shono1, C K Peng, A L Goldberger
1Department of Obstetrics and Gynecology, Saga Medical School, 5-1-1 Nabeshima, Saga 849-8501, Japan. shonoh@post.saga-med.ac.jp
Abstract:
We devised a new analysis using quartile deviation of integrated and subtracted fluctuation, termed QIS-A, to determine a fractal dimension of non-stationary fluctuation. In the algorithm, computations of the quartile deviation, Q(n), of all integrated and subtracted fluctuations are repeated over all scales (n). The fractal scaling exponent is determined as a slope of the line relating log Q(n) to log n. Comparison of the QIS-A and a spectral analysis using 20 computer-simulated fractional Brownian motions demonstrates robustness of the QIS-A to non-stationary fluctuations.