Features and models for human activity recognition

• Published in: Neurocomputing (Amsterdam) Vol. 167; pp. 52 - 60
• Main Authors: González, Silvia, Sedano, Javier, Villar, José R., Corchado, Emilio, Herrero, Álvaro, Baruque, Bruno
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.11.2015
• Subjects: Feature domain reduction; Feature selection; Genetic fuzzy finite state machine; Human activity recognition; Information correlation coefficient; Genetic fuzzy finite state machine; Feature selection; Feature domain reduction; Information correlation coefficient; Human activity recognition

Human Activity Recognition (HAR) is aimed at identifying current subject task performed by a person as a result of analyzing data from wearable sensors. HAR is a very challenging task that has been applied in different areas such as rehabilitation and localization. During the past ten years, plenty...