Nonlinear Analysis for Human Movement Variability

Introduction. Time Series. State-Space Reconstruction. Lyapunov Exponent. Surrogation. Entropy. Fractals. Autocorrelation Function, Mutual Information, and Correlation Dimension. Case Studies.

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• Biomecânica, cinética humana
• Engenharia biomédica
• Ergonómica
• Reabilitação

Locomotor Activity;State-Space Reconstruction;Largest Lyapunov Exponent;Lyapunov Exponent;Average Mutual Information;Surrogation;Embedding Dimension;Entropy;Lorenz Attractor;Fractals;Cop Time Series;Autocorrelation Function;Cop Data;Mutual Information;Random Time Series;Correlation Dimension;Detrended Fluctuation Analyses;Motor Performance;Postural Sway;Human Movement Variability;State Space Reconstruction;Biomechanics;Power Spectrum;Motor Control and Learning;Surrogate Time Series;Pathology;Cellular Automata;Original Time Series;Parkinson's Mice;Cop Sway;Stride Interval;Cop Trajectory;Autocorrelation Plot;Periodic Time Series;Fractal Scaling;White Cells;Long Range Correlations;Intertap Intervals