Surajudeen Abdulrasaq, Fabrich Mullenbach (April 2018). Abnormal Gait and Tremor Detection in the Elderly Ambulatory Behaviour Using IoT Smart Cane Device.
In this paper, a novel approach for abnormal gait and tremor detection using smart walking cane is introduced, periodic muscle movement associated with Parkinson disease such as arm shaking, vibrating arm, trembling fingers, rhythmic wrist movements, normal and abnormal walking pattern was learned and classified with linear discriminant analysis, although detecting symptoms related to disease with walking sticks might look trivial at first.
