• DocumentCode
    3083896
  • Title

    Gait analysis by using tri-axial accelerometer of smart phones

  • Author

    Guan-Sheng Huang ; Chao-Cheng Wu ; Jiannher Lin

  • Author_Institution
    Dept. of Electr. Eng., Nat. Taipei Univ. of Technol., Taipei, Taiwan
  • fYear
    2012
  • fDate
    17-18 Dec. 2012
  • Firstpage
    29
  • Lastpage
    34
  • Abstract
    Gait has been one of important indicators for healthcare. Traditional methods were often confined in the laboratory and record actions of experimenters by using sophisticated instruments [1]. In 2005, the personal digital assistants (PDAs) is used to measurement and analysis by Mantyjarvi, J. et al.[2]. This manuscript further extends this idea by turning smart phones into gait measurement devices and took advantage of the embedded tri-axial accelerometer as measurement instrument. Three popular signal techniques included the Fourier Transform (FT), Short Time Fourier Transform (STFT), and Hilbert-Huang Transform (HHT) would be deployed to analyze the collected data. The experimental study indicated that HHT provide significant results for gait analysis and further demonstrated the utilities of the proposed methods, which made use of low end smart phone as the gait measurement tool.
  • Keywords
    Fourier transforms; Hilbert transforms; accelerometers; biomedical communication; biomedical equipment; biomedical measurement; gait analysis; health care; medical signal processing; smart phones; HHT; Hilbert-Huang transform; PDA; STFT; embedded triaxial accelerometer; gait analysis; gait measurement devices; gait measurement tool; healthcare; measurement instrument; personal digital assistants; short time Fourier transform; signal techniques; smart phones; Accelerometers; Fourier transforms; Instruments; Signal processing; Smart phones; Surgery; Fourier transform (FT); Gait analysis; Hilbert-Hunag Transform (HHT); Short time Fourier Transform (STFT); Tri-axial accelerometer; smart phone;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computerized Healthcare (ICCH), 2012 International Conference on
  • Conference_Location
    Hong Kong
  • Print_ISBN
    978-1-4673-5127-0
  • Type

    conf

  • DOI
    10.1109/ICCH.2012.6724466
  • Filename
    6724466