Multiscale entropy analysis of human gait dynamics

DOI10.1016/j.physa.2003.08.022zbMath1029.92003OpenAlexW2133849899MaRDI QIDQ1412880

Jeffrey M. Hausdorff, Ary L. Goldberger, M. Costa

Publication date: 30 November 2003

Published in: Physica A (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.physa.2003.08.022

zbMATH Keywords

complexitytime serieslocomotor control

Mathematics Subject Classification ID

Kinematics of a rigid body (70B10) Biomechanics (92C10)

Related Items (21)

Spatial-dependence recurrence sample entropy ⋮ Multiscale statistical behaviors for Ising financial dynamics with continuum percolation jump ⋮ Analysis of complex time series using refined composite multiscale entropy ⋮ Multivariate multiscale entropy applied to center of pressure signals analysis: an effect of vibration stimulation of shoes ⋮ Modified generalized sample entropy and surrogate data analysis for stock markets ⋮ Complexity modeling and analysis of chaos and other fluctuating phenomena ⋮ Quantifying complexity of financial short-term time series by composite multiscale entropy measure ⋮ Multiscale sample entropy and cross-sample entropy based on symbolic representation and similarity of stock markets ⋮ Hierarchical entropy analysis for biological signals ⋮ Modified multiscale cross-sample entropy for complex time series ⋮ Machine learning based classification of normal, slow and fast walking by extracting multimodal features from stride interval time series ⋮ The complexity-entropy causality plane based on multiscale power spectrum entropy of financial time series ⋮ Designing an M-dimensional nonlinear model for producing hyperchaos ⋮ Multivariate multiscale entropy of financial markets ⋮ Multiscale cross-approximate entropy analysis as a measurement of complexity between ECG R-R interval and PPG pulse amplitude series among the normal and diabetic subjects ⋮ Complexity and uncertainty analysis of financial stock markets based on entropy of scale exponential spectrum ⋮ Time series analysis using composite multiscale entropy ⋮ Combustion process in a spark ignition engine: Analysis of cyclic peak pressure and peak pressure angle oscillations ⋮ A Summary: Quantifying the Complexity of Financial Markets Using Composite and Multivariate Multiscale Entropy ⋮ SCALING BEHAVIOR AND COMPLEXITY OF THE PORTEVIN-LE CHATELIER EFFECT ⋮ Refined Weighted-Permutation Entropy: A Complexity Measure for Human Gait and Physiologic Signals with Outliers and Noise

Cites Work

• Unnamed Item
• Unnamed Item
• On the phase space approach to complexity
• Approximate entropy as a measure of system complexity.
• When human walking becomes random walking: Fractal analysis and modeling of gait rhythm fluctuations

This page was built for publication: Multiscale entropy analysis of human gait dynamics