This paper presents a new method for recognizing nonperiodic, sporadic arm-related activities in a continuous signal stream from body-worn inertial sensors. The method utilizes a segmentation scheme based on a natural, dynamic signal partitioning.
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Junker et al. (2004) studied this question.
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