Smart Insole Human Activity Recognition for Continuous Monitoring in Elderly Care
Falls in older adults are often preceded by changes in mobility, balance, and postural transitions. This paper presents a wireless smart insole platform and machine-learning workflow for recognizing sitting, standing, walking, and unstable walking from plantar-pressure and inertial signals. Each insole integrates 16 ac...
E. Rios, Antony García, Feng-Pei Yuan et al.
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