The effectiveness of simple heuristic features in sensor orientation and placement problems in human activity recognition using a single smartphone accelerometer.

Barua, Arnab; Jiang, Xianta; Fuller, Daniel

Barua, Arnab; Jiang, Xianta; Fuller, Daniel.

Afiliación

Barua A; Department of Computer Science, Faculty of Science, Memorial University of Newfoundland, St. John's, A1B 1V6, Canada.
Jiang X; Department of Computer Science, Faculty of Science, Memorial University of Newfoundland, St. John's, A1B 1V6, Canada. xiantaj@mun.ca.
Fuller D; Department of Community Health and Epidemiology, University of Saskatchewan, Health Science Building, 107 Wiggins Road, Saskatoon, SK, S7N 5E5, Canada.

Biomed Eng Online ; 23(1): 21, 2024 Feb 17.

Article en En | MEDLINE | ID: mdl-38368358

Asunto(s)

Heurística; Teléfono Inteligente; Humanos; Actividades Humanas; Caminata; Acelerometría/métodos

Palabras clave

1D-CNNLSTM; Accelerometer sensor; Human activity recognition; Metabolic Equivalent of Tasks; Sensor orientation; Sensor placement

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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Heurística / Teléfono Inteligente Límite: Humans Idioma: En Revista: Biomed Eng Online Asunto de la revista: ENGENHARIA BIOMEDICA Año: 2024 Tipo del documento: Article País de afiliación: Canadá

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