This study presents an optimized smart insole design based on Fiber Bragg Grating (FBG) sensors for monitoring plantar pressure in classical ballet. By applying Lloyd's algorithm for Optimal Sensor Placement (OSP), the research identifies critical loading zones during grand plié and relevé exercises. Experimental results show that, while the grand plié distributes weight across the hindfoot, the relevé concentrates extreme pressure, up to 1301.3 kPa, on the shoe platform. The proposed design integrates 18 FBGs to ensure high spatial resolution in biomechanically relevant areas. This OSP-driven approach offers a superior method in wearable devices realization for objective fatigue assessment and injury prevention in dancers.

Optimal Sensors Placement-driven Design of FBG based Insole for Plantar Pressure Monitoring in Classical Ballet

Maggioni, Leonardo;Farina, Laura;Cigada, Alfredo;Saccomandi, Paola
2026-01-01

Abstract

This study presents an optimized smart insole design based on Fiber Bragg Grating (FBG) sensors for monitoring plantar pressure in classical ballet. By applying Lloyd's algorithm for Optimal Sensor Placement (OSP), the research identifies critical loading zones during grand plié and relevé exercises. Experimental results show that, while the grand plié distributes weight across the hindfoot, the relevé concentrates extreme pressure, up to 1301.3 kPa, on the shoe platform. The proposed design integrates 18 FBGs to ensure high spatial resolution in biomechanically relevant areas. This OSP-driven approach offers a superior method in wearable devices realization for objective fatigue assessment and injury prevention in dancers.
2026
Classic Ballet; Fiber Bragg Grating Sensors; Lloyd's algorithm; Optimal Sensors Placement; Plantar Pressure Monitoring; Wearable Sensors;
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/1324272
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