DocumentCode :
406544
Title :
Gait analysis for freezing detection in patients with movement disorder using three dimensional acceleration system
Author :
Han, Jong Hee ; Lee, Won Jin ; Ahn, Tae Beom ; Jeon, Beom Suk ; Park, Kwang Suk
Author_Institution :
Interdisciplinary Program in Med. & Biol. Eng. Major, Seoul Nat. Univ., South Korea
Volume :
2
fYear :
2003
fDate :
17-21 Sept. 2003
Firstpage :
1863
Abstract :
Due to the aging process, the aftereffect of an accident or the problems in brain, some people can experience difficulties in walking. It could be helpful in the treatment of these individuals suffering walking difficulties to monitor their movement. The unconstrained activity monitoring system (U-AMS) was developed to monitor the body´s acceleration. It can be attached easily and doesn´t interfere with daily activity. The hardware consists of 3-axis accelerometer, which records data for long periods of time. The movement image was simultaneously recorded by a camcorder. To collect data from U-AMS and analyze them, several programs were developed. The data were transferred to a computer by RS-232 module and displayed through viewing program made by MFC (Microsoft, USA). The analyzing program, which links viewing program to MATLAB (Mathworks, USA), analyzes the data to detect movement disorder. In this paper, freezing, which is characterized as start hesitation., was the target disorder. Using the different characteristics in frequency domain between freezing and normal gait, freezing appearances were detected. By comparing with movement image, the accuracy of the freezing detection was verified to have a good performance.
Keywords :
accelerometers; brain; data acquisition; data analysis; data recording; frequency-domain analysis; gait analysis; geriatrics; medical computing; medical image processing; patient monitoring; patient treatment; peripheral interfaces; video cameras; 3-axis accelerometer; MATLAB; RS-232 module; aging process; body acceleration; brain; camcorder; data analyzing; data recording; data transfer; freezing appearance; freezing detection; freezing gait; frequency domain; gait analysis; movement disorder; movement image; normal gait; three dimensional acceleration system; unconstrained activity monitoring system; Acceleration; Accelerometers; Accidents; Aging; Computer displays; Hardware; Legged locomotion; MATLAB; Patient monitoring; Video equipment;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2003. Proceedings of the 25th Annual International Conference of the IEEE
ISSN :
1094-687X
Print_ISBN :
0-7803-7789-3
Type :
conf
DOI :
10.1109/IEMBS.2003.1279781
Filename :
1279781
Link To Document :
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