DocumentCode :
2493143
Title :
Fourier analysis of tibia acceleration in subjects with knee osteoarthritis: Preliminary results
Author :
Levinger, Pazit ; Lai, Daniel T H ; Begg, Rezaul ; Menz, Hylton ; Feller, Julian ; Webster, Kate
Author_Institution :
Musculoskeletal Res. Centre, La Trobe Univ., VIC
fYear :
2008
fDate :
15-18 Dec. 2008
Firstpage :
315
Lastpage :
320
Abstract :
Knee osteoarthritis (OA) can lead to pain and disability in the older population. Excessive loading has been suggested to contribute to the development of knee OA. In this paper, we investigated the frequency components in accelerometric signals of the tibia in the anterior-posterior (AP), medial-lateral (ML) and vertical (Vert) directions during walking between people with severe knee OA and asymptomatic control group. The Fast Fourier Transform (FFT) was applied to the tibia accelerations in the three directions for 3 trials. The FFT decomposes the acceleration signal into a series of signals at different frequencies to investigate the frequency components (harmonics) in a signal where the power spectrum graphs provide quantitative information of signal composition. The frequency components in the AP and ML accelerations appear at similar frequencies for both healthy and knee OA subjects. Frequency components in the vertical acceleration, however, were found to have larger frequency components in the higher frequencies (>5 Hz) for the knee OA subjects compared to the healthy group. The differences in power peaks corresponding to higher harmonics (>6 Hz) between the groups may indicate instability and altered attenuation of the impact during walking for people with knee OA. Further work, should be directed on investigating the position of occurrence of the high frequency during the gait cycle and understanding the biomechanical mechanism responsible for these differences.
Keywords :
bone; fast Fourier transforms; gait analysis; geriatrics; medical signal processing; FFT; Fourier analysis; acceleration signal decomposition; acceleration signal harmonics; accelerometric signal frequency components; excessive knee loading; fast Fourier transform; knee osteoarthritis; power spectrum graph; severe knee OA; tibia acceleration; walking; Acceleration; Accelerometers; Frequency; Joints; Kinematics; Knee; Legged locomotion; Osteoarthritis; Power system harmonics; Surgery;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Sensors, Sensor Networks and Information Processing, 2008. ISSNIP 2008. International Conference on
Conference_Location :
Sydney, NSW
Print_ISBN :
978-1-4244-3822-8
Electronic_ISBN :
978-1-4244-2957-8
Type :
conf
DOI :
10.1109/ISSNIP.2008.4762006
Filename :
4762006
Link To Document :
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