Human gait classification after lower limb fracture using Artificial Neural Networks and principal component analysis

Abstract

Vertical ground reaction force (vGRF) has been commonly used in human gait analysis making possible the study of mechanical overloads in the locomotor system. This study aimed at applying the principal component (PC) analysis and two Artificial Neural Networks (ANN), multi-layer feed forward (FF) and self organized maps (SOM), for classifying and clustering… (More)
DOI: 10.1109/IEMBS.2010.5626715

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