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Accurate Stride Length Prediction from Proximal IMU Sensors Using a Compact Linear Model
2026-01-27
rehabilitation medicine and physical therapy
Title + abstract only
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ObjectiveAccurate stride length measurement is essential for assessing functional mobility, yet gold-standard methods remain confined to laboratory settings. This study aimed to develop and validate a computationally efficient, interpretable linear model for predicting stride length using thigh- and shank-mounted inertial measurement units integrated into a wearable neuromodulation sleeve. MethodsData from the sleeve were collected from 29 healthy adults performing walking bouts at four self-se...
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