Title :
Novel algorithm for the hemiplegic gait evaluation using a single 3-axis accelerometer
Author :
Lee, Hyo-ki ; Hwang, Sung-Jae ; Cho, Sung-Pil ; Lee, Dong-Ryul ; You, Sung-Hyun ; Lee, Kyoung-Joung ; Kim, Yong-Ho ; Choi, Ho-Seon
Author_Institution :
Dept. of Biomed. Eng., Yonsei Univ., Seoul, South Korea
Abstract :
This paper suggests the novel algorithm for the estimating gait parameters of the hemiplegic patients using a 3-axis accelerometer. The signal processing for algorithm consists of a bandpass filter and a least square acceleration filter. To evaluate the performance of the algorithm, the correlation coefficients of the stride and the step time between the 3-axis accelerometer and the Vicon motion analysis system are compared. In consequence, correlation coefficient ranged from 0.90 to 0.99 for patients and ranged from 0.92 to 0.99 for normal subjects. The results showed that the novel algorithm is very useful for estimating not only hemiplegic gait but also normal gait.
Keywords :
accelerometers; band-pass filters; biomedical measurement; gait analysis; least squares approximations; medical signal processing; 3-axis accelerometer; Vicon motion analysis system; bandpass filter; correlation coefficients; hemiplegic gait evaluation; least square acceleration filter; medical signal processing; step time; stride; Acceleration; Adult; Aged; Algorithms; Biomechanics; Biophysics; Female; Gait Disorders, Neurologic; Humans; Least-Squares Analysis; Male; Middle Aged; Motion; Reproducibility of Results; Signal Processing, Computer-Assisted;
Conference_Titel :
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Conference_Location :
Minneapolis, MN
Print_ISBN :
978-1-4244-3296-7
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2009.5333650