Detecting scaling in the period dynamics of multimodal signals: Application to Parkinsonian tremor

Nir Sapir, Roman Karasik, Shlomo Havlin, Ely Simon, and Jeffrey M. Hausdorff
Phys. Rev. E 67, 031903 – Published 11 March 2003
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Abstract

Patients with Parkinson’s disease exhibit tremor, involuntary movement of the limbs. The frequency spectrum of tremor typically has broad peaks at “harmonic” frequencies, much like that seen in other physical processes. In general, this type of harmonic structure in the frequency domain may be due to two possible mechanisms: a nonlinear oscillation or a superposition of (multiple) independent modes of oscillation. A broad peak spectrum generally indicates that a signal is semiperiodic with a fluctuating period. These fluctuations may posses intrinsic order that can be quantified using scaling analysis. We propose a method to extract the correlation (scaling) properties in the period dynamics of multimodal oscillations, in order to distinguish between a nonlinear oscillation and a superposition of individual modes of oscillation. The method is based on our finding that the information content of the temporal correlations in a fluctuating period of a single oscillator is contained in a finite frequency band in the power spectrum, allowing for decomposition of modes by bandpass filtering. Our simulations for a nonlinear oscillation show that harmonic modes possess the same scaling properties. In contrast, when the method is applied to tremor records from patients with Parkinson’s disease, the first two modes of oscillations yield different scaling patterns, suggesting that these modes may not be simple harmonics, as might be initially assumed.

  • Received 24 December 2001

DOI:https://doi.org/10.1103/PhysRevE.67.031903

©2003 American Physical Society

Authors & Affiliations

Nir Sapir1, Roman Karasik1, Shlomo Havlin1, Ely Simon2, and Jeffrey M. Hausdorff2,3

  • 1Department of Physics and Gonda-Goldschmied Medical Diagnostic Research Center, Bar-Ilan University, Ramat-Gan 52900, Israel
  • 2Movement Disorders Unit, Tel-Aviv Sourasky Medical Center, Tel-Aviv, Israel
  • 3Gerontology Division, Beth Israel Deaconess Medical Center, Boston, Massachusetts 02215

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Vol. 67, Iss. 3 — March 2003

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