AI RESEARCH
Selective Correlation Based Knowledge Distillation for Ground Reaction Force Estimation
arXiv CS.LG
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ArXi:2605.00888v1 Announce Type: cross Wearable sensor-based human gait analysis holds great promise in healthcare, rehabilitation, clinical diagnosis and monitoring, and sports activities. Specifically, ground reaction force (GRF) provides essential insights into the body's interaction with the ground during movement and is typically measured using instrumented treadmills equipped with force plates. However, such equipment is expensive and restricted to laboratory environments. To enable a portable solution, wearable insole sensors have been used to measure