DocumentCode
1705639
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
fYear
2013
Firstpage
71
Lastpage
75
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Engineering (ICBME), 2013 20th Iranian Conference on
Conference_Location
Tehran
Type
conf
DOI
10.1109/ICBME.2013.6782195
Filename
6782195
Link To Document