UME: Method for Estimating User Movement Using an Acceleration Sensor

Authors:
Arei Kobayashi;Takeshi Iwamoto;Satoshi Nishiyama
Affiliations:
-;-;-
Venue:
SAINT '08 Proceedings of the 2008 International Symposium on Applications and the Internet
Year:
2008

Citing 0
Cited 1

Modality Classification Method Based on the Model of Vibration Generation while Vehicles are Running

Proceedings of the Sixth ACM SIGSPATIAL International Workshop on Computational Transportation Science

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Abstract

This paper proposes a method for estimating the movement of a user using an acceleration sensor called UME (User Movement Estimator). By considering time-axis changes in the power spectrum, the method is able to avoid performance loss due to factors such as sudden vibration or times when the power spectrum resembles different types of movement. Testing results show that the method has significantly better performance than past methods.