About this document
Phase-Specific Gait Characterization and Plantar L by naadiyasabrin is a document available to read on EtoBox.
This study presents a custom-designed smart insole system for gait-phase detection operating at a low frequency of 5 Hz, integrating force-sensitive resistors and an inertial measurement unit. The system demonstrated high classification performance, with pressure-only features achieving a macro-F1 score of 0.915, confirming the effectiveness of low-frequency plantar pressure signals for gait analysis. Additionally, a visual analytics pipeline was developed to enhance interpretability through spatial plantar
- Author
- naadiyasabrin
- Language
- EN