Accelerometer signal pre-processing influence on human activity recognition

A study of data pre-processing influence on accelerometer-based human activity recognition algorithms is presented. The frequency band used to filter-out the accelerometer signals and the number of accelerometers involved were considered in terms of their influence on the recognition accuracy.

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Bibliographic Details
Main Authors: Maziewski, Przemyslaw, Kupryjanow, Adam, Kaszuba, Katarzyna, Czyzewski, Andrzej
Format: Conference Proceeding
Language:English
Subjects:
Accelerometers
Energy resolution
Humans
Neurons
Presses
Wrist
Online Access:Request full text
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Description
Summary:A study of data pre-processing influence on accelerometer-based human activity recognition algorithms is presented. The frequency band used to filter-out the accelerometer signals and the number of accelerometers involved were considered in terms of their influence on the recognition accuracy.
ISSN:2326-0262
2326-0319