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
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