Evaluating Sparse Inertial Measurement Unit Configurations for Inferring Treadmill Running Motion

Inertial measurement units (IMUs) are used to analyze running performance. While leveraging one sensor to estimate kinematic and kinetic variables is common, sparsity limits the number of digital biomarkers that can be evaluated. Shallow recurrent decoder networks (SHRED) can reconstruct a dense set...

Descripció completa

Dades bibliogràfiques

Autors principals:	Mackenzie N. Pitts, Megan R. Ebers, Cristine E. Agresta, Katherine M. Steele
Format:	Artigo
Idioma:	Inglês
Publicat:	MDPI AG 2025-03-01
Col·lecció:	Sensors
Matèries:	IMU machine learning running sparse sensing accelerometer sampling rate
Accés en línia:	https://www.mdpi.com/1424-8220/25/7/2105
Etiquetes:	Afegir etiqueta Sense etiquetes, Sigues el primer a etiquetar aquest registre!