Title :
Quantifying variability of young and older adults during gait with linear and nonlinear tools
Author :
Shokrzadeh, Farnaz ; Arshi, Ahmadreza
Author_Institution :
Dept. of Med. Eng., Amirkabir Univ. of Technol., Tehran, Iran
Abstract :
Variability of the S1 displacement in frontal plane during gait was quantified with nonlinear and traditional linear tools including Largest Lyapunov Exponent, Approximate entropy and standard deviation to discriminate between 2 healthy groups in mediolateral and vertical direction and to understand the relation between local stability and complexity. In both young and older adults, mediolateral direction was less stable and less complex than vertical direction which means that mediolateral direction is more sensitive to small perturbation and it´s more predictable in comparison to vertical direction. The result from linear tools shows greater variability in mediolateral direction. These results give information about the quality of gait in different age groups and may lead us in diagnosis and prognosis.
Keywords :
Lyapunov methods; entropy; gait analysis; medical signal processing; S1 displacement variability; approximate entropy; complexity; diagnosis; frontal plane; gait; largest Lyapunov exponent; linear tools; local stability; mediolateral direction; nonlinear tools; older adults; prognosis; standard deviation; vertical direction; young adults; Aging; Complexity theory; Delay effects; Educational institutions; Entropy; Stability analysis; Time series analysis; Approximate Entropy; Gait; Lyapunov Exponent; Sacral bone; Standard Deviation; Variability;
Conference_Titel :
Biomedical Engineering (ICBME), 2013 20th Iranian Conference on
Conference_Location :
Tehran
DOI :
10.1109/ICBME.2013.6782195