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- W2274539014 abstract "Together with the Swiss Federal Office for Sports and the company ActiSmile, CSEM has designed and developed a portable biofeedback device to monitor continuously the physical activity of its user. The key technology resides in sophisticated signal processing methods for multi-axis accelerometer sensor systems, including modern feature extraction, classification algorithms and low-power implementation on real-time platforms. A set of classification features has been defined for the following human activities: standing/sitting, lying, walking and running. The features are extracted from the sensor signals of a multi-axis accelerometer and are based on a single stride detection algorithm. A binary classification tree, requiring a low processing complexity, is used for the activity classification tasks. The cumulated time spent in the different activities used to inform the user in real-time via the LCD about the progress of the completed physical activity according the WHO guidelines. Additionally, the stored activity features can be sent either via USB or via a wireless Bluetooth link to a PC or a mobile phone for a more detailed analysis. The present work introduces a novel biofeedback device and its underlying technology. The so-called ActiSmile is a novel health-care tool to motivate its user to be physical active and to lead a modern and healthy life." @default.
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- W2274539014 date "2008-02-06" @default.
- W2274539014 modified "2023-09-23" @default.
- W2274539014 title "ActiSmile: a portable biofeedback device on physical activity" @default.
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