Title :
Understanding Ageing Effects by Approximate Entropy Analysis of gait variability
Author :
Karmakar, C.K. ; Khandoker, A.H. ; Begg, R.K. ; Palaniswami, Marimuthu ; Taylor, S.
Author_Institution :
Univ. of Melbourne, Melbourne
Abstract :
Ageing influences gait patterns which in turn affects the control mechanism of human locomotor balance. The aim of this study is to investigate the relationship between approximate entropy (ApEn) and standard deviation (SD) of a gait variable (minimum toe clearance, MTC) for young and elderly gait patterns. MTC data of 30 healthy young (HY), 27 healthy elderly (HE) and 10 falls risk (FR) elderly subjects with balance problems were analyzed. The ApEn values of MTC were significantly correlated with SD of MTC in the three groups; however, such correlations were abolished in the randomly shuffled MTC data of HE and HY group. These findings have implications of understanding ageing effect on gait variability and the likely risks of tripping falls during gait. Results are also potentially useful for the early diagnosis of common gait pathologies.
Keywords :
entropy; gait analysis; geriatrics; ageing; approximate entropy analysis; gait variability; minimum toe clearance; standard deviation; Aging; Entropy; Foot; Footwear; Helium; History; Humans; Legged locomotion; Risk analysis; Senior citizens; Accidental Falls; Adult; Age Factors; Aged; Aging; Biomechanical Phenomena; Biomedical Engineering; Entropy; Gait; Gait Disorders, Neurologic; Humans; Models, Statistical; Postural Balance; Reproducibility of Results; Walking;
Conference_Titel :
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location :
Lyon
Print_ISBN :
978-1-4244-0787-3
DOI :
10.1109/IEMBS.2007.4352703