Title :
Accelerometer signal pre-processing influence on human activity recognition
Author :
Przemysław Maziewski;Adam Kupryjanow;Katarzyna Kaszuba;Andrzej Czyżewski
Author_Institution :
Gdań
Abstract :
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.
Keywords :
"Presses","Wrist","Energy resolution","Neurons","Humans","Accelerometers"
Conference_Titel :
Signal Processing Algorithms, Architectures, Arrangements, and Applications Conference Proceedings (SPA), 2009
Print_ISBN :
978-1-4577-1477-1
