Article Details

Multi-Feature Fusion Method for Gait Analysis of Post-Crash Emiparetic Patient | Original Article

Yamini Sharma*, in International Journal of Physical Education & Sports Sciences | Physical Education, Health, Fitness & Sports

ABSTRACT:

For daily jobs, walking is a key need. Neurological conditions like strokes can significantly affect one's gait and therefore restrict one's daily activities. Previous experiments have shown that time parameters are helpful in characterising post-stroke hemiparetic gaiting. However, no prior study has analysed the symmetry, regularity and consistency of post-stroke hemiparetic gasit. The study enthusiasm and empirical mode based on deterioration dynamic time warping (DTW) results in three types of gasketing functions. Studies on 15 stable individuals and 15 post-stroke cases were carried out. Experimental findings indicate that the properties of a Mann-Whitney trial vary greatly from stable controls for hemiparetic patients (with a p-value of less than 0.05). The potential capacity of the hemiparetic patient to discriminate against healthier subjects was also assessed across four representative classifications. The total area under the curve was 0.94 in the nearest area (kNN). The encouraging findings show that the proposed characteristics could contribute to the future development of clinical practise automated gas analysis systems.