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Eighth IEEE International Symposium on Wearable Computers (ISWC'04)
Spine versus Porcupine: A Study in Distributed Wearable Activity Recognition
Arlington, Virginia
October 31-November 03
ISBN: 0-7695-2186-X
Kristof Van Laerhoven, Lancaster University, United Kingdom
Hans-Werner Gellersen, Lancaster University, United Kingdom
This paper seeks to explore an alternative and more embedded-oriented approach to the recognition of a person's motion and pose, using sensor types that can easily be distributed in clothing. A large proportion of this type of research so far has been carried out with carefully positioned accelerometers, resulting in fairly good recognition rates. An alternative approach targets a more pervasive sensing vision where the clothing is saturated with small, embedded sensors. By increasing the quantity of sensors, while decreasing their individual information quality, a preliminary comparative study between the two approaches looks at the pros, cons, and differences in algorithm requirements.
Citation:
Kristof Van Laerhoven, Hans-Werner Gellersen, "Spine versus Porcupine: A Study in Distributed Wearable Activity Recognition," iswc, pp.142-149, Eighth IEEE International Symposium on Wearable Computers (ISWC'04), 2004
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