• DocumentCode
    3641913
  • Title

    Accelerometer signal pre-processing influence on human activity recognition

  • Author

    Przemysław Maziewski;Adam Kupryjanow;Katarzyna Kaszuba;Andrzej Czyżewski

  • Author_Institution
    Gdań
  • fYear
    2009
  • Firstpage
    95
  • Lastpage
    99
  • 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"
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Algorithms, Architectures, Arrangements, and Applications Conference Proceedings (SPA), 2009
  • Print_ISBN
    978-1-4577-1477-1
  • Type

    conf

  • Filename
    5941295