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
Link To Document :
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