Automatic Recognition of Object Use Based on Wireless Motion Sensors
Bosch, Stephan and Marin-Perianu, Raluca and Marin-Perianu, Mihai and Horst, Arie and Vasilescu, Andrei and Havinga, Paul (2010) Automatic Recognition of Object Use Based on Wireless Motion Sensors. In: International Symposium on Wearable Computers 2010, 10-13 Okt 2010, Seoul, South Korea (pp. pp. 143-150).
|Abstract:||In this paper, we present a method for automatic, online detection of a user’s interaction with objects. This represents an essential building block for improving the performance of distributed activity recognition systems. Our
method is based on correlating features extracted from motion sensors worn by the user and attached to objects. We present a complete implementation of the idea, using miniaturized wireless sensor nodes equipped with motion sensors. We achieve a recognition accuracy of 97% for a target response time of 2 seconds. The implementation is lightweight, with low communication bandwidth and processing needs. We illustrate the potential of the concept by means of an interactive multi-user game.
|Item Type:||Conference or Workshop Item|
|Copyright:||© 2010 IEEE|
Electrical Engineering, Mathematics and Computer Science (EEMCS)
|Link to this item:||http://purl.utwente.nl/publications/73832|
|Export this item as:||BibTeX|
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