Title :
Analysis of postural control in elderly on horizontal and inclined surfaces using classical descriptors and DFA
Author :
Barbosa, Renata C. ; Fernandes, Evlyn J. ; Bizinotto, Thailyne ; Avelar, Ivan S. ; Vieira, Marcus F.
Author_Institution :
Lab. de Bioengenharia e Biomecanica, Univ. Fed. de Goias, Goiania, Brazil
Abstract :
Understanding how the postural control system is impaired with aging can help identify elderly at risk of falling. In order to study the postural control, center of pressure (COP) behavior can be analyzed. The objective of this study was to evaluate the capacity of Detrended Fluctuation Analysis (DFA) to discriminate the postural control of elderly in horizontal and inclined (14 degrees) surfaces, with and without visual input, comparing the results with the ones obtained with the classical variables, like mean velocity and total COP displacement. Results with classical variables revealed significant differences in all comparisons realized, but DFA was not able to classify the differences between conditions. It is suggested further studies to verify the efficiency of DFA in physiologically different groups, like subjects with some pathology that affects the balance or the ones wearing a robotic prosthesis from healthy subjects, in which it seems to have a greater sensitivity.
Keywords :
geriatrics; mechanoception; medical robotics; prosthetics; DFA; Detrended Fluctuation Analysis; aging; balance; center of pressure behavior; classical descriptors; classical variables; elderly; falling risk; horizontal surfaces; inclined surfaces; mean velocity; pathology; postural control system; robotic prosthesis; total COP displacement; visual input; Control systems; Fluctuations; Physiology; Prosthetics; Senior citizens; Stability analysis; Time series analysis;
Conference_Titel :
Biomedical Robotics and Biomechatronics (2014 5th IEEE RAS & EMBS International Conference on
Conference_Location :
Sao Paulo
Print_ISBN :
978-1-4799-3126-2
DOI :
10.1109/BIOROB.2014.6913888