• DocumentCode
    168212
  • Title

    Design and Implementation of a Three-Dimensional Pedometer Accumulating Walking or Jogging Motions

  • Author

    Jia Shing Sheu ; Guo Shing Huang ; Wei Cian Jheng ; Chih Hung Hsiao

  • Author_Institution
    Dept. of Comput. Sci., Nat. Taipei Univ. of Educ., Taipei, Taiwan
  • fYear
    2014
  • fDate
    10-12 June 2014
  • Firstpage
    828
  • Lastpage
    831
  • Abstract
    This paper uses a three-axis accelerometer to design and implement a three-dimensional pedometer, which can determine the walking or jogging automatically. This device can count the number of steps. It can also judge the status of walking or jogging simultaneously. The three-dimensional pedometer can be worn on the user´s waist or placed within pocket arbitrarily. This three-dimensional pedometer can also detect the intermittent steps. It also improves the general pedometers´ judgment mechanism which the users have to exercise continuously. Some different smoothing methods is used to filter the noises of human walking reacting force. In the determination of walking and running, this paper presents the filter by walking threshold and running threshold, and designs an algorithm to switch walking mode and running mode.
  • Keywords
    Kalman filters; accelerometers; gait analysis; smoothing methods; Kalman filter; general pedometer judgment mechanism; human walking reacting force; jogging motions; running mode; running threshold; signal smoothing processing modes; smoothing methods; three-axis accelerometer; three-dimensional pedometer; three-dimensional pedometer accumulating walking; walking mode; walking threshold; Abstracts; Computer science; Computers; Conferences; Cybernetics; Educational institutions; Smoothing methods; Accelerometer; Angle Estimation; Pedometer;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer, Consumer and Control (IS3C), 2014 International Symposium on
  • Conference_Location
    Taichung
  • Type

    conf

  • DOI
    10.1109/IS3C.2014.219
  • Filename
    6846011