Title :
Posture Characterization Based on Time and Frequency Domain Parameters for Erector Spine SEMG Signal
Author :
Shobaki, M.M. ; Malik, N.A. ; Khan, S. ; Nordin, A.N. ; Haider, S. ; Sidek, K.A.
Author_Institution :
Dept. of Electr. & Comput. Eng., Int. Islamic Univ. Malaysia, Kuala Lumpur, Malaysia
Abstract :
This work is based on obtaining surface EMG signals from lower back muscles using a data logger by Pico Log technology. The electrodes used are Ag/AgCl and applied after a clean surface washing by alcohol of erector spine muscle for a subject under two posture conditions. The conditioning circuit used in this paper is selectively choosing the 20-500Hz dominant frequency range and 0.4 to 2.4 Volts in amplitude. The data on signals are transported onto a PC into Excel file for processing its FFT representative of the target posture condition. The bow condition shows four times larger in magnitude of FFT compared to that of standing condition over a similar frequency range of 50-220Hz. The utility of the conditioning circuit is justified by reducing the power frequency noise to negligible level. The utility of this research work has potential in clinical diagnostic applications.
Keywords :
biomedical electrodes; electromyography; medical signal processing; time-frequency analysis; Ag-AgC electrodes; Excel file; FFT representative processing; PC; Pico Log technology; alcohol; clean surface washing; clinical diagnostic applications; conditioning circuit; data logger; erector spine SEMG signal; erector spine muscle; frequency 20 Hz to 500 Hz; lower back muscles; posture characterization; power frequency noise; surface EMG signals; target posture condition; time-frequency domain parameters; voltage 0.4 V to 2.4 V; Abstracts; Band-pass filters; Computers; Data acquisition; Electrodes; Instruments; SEMG; conditioning circuit; data aquisition; posture charactrization;
Conference_Titel :
Computer and Communication Engineering (ICCCE), 2014 International Conference on
Conference_Location :
Kuala Lumpur
DOI :
10.1109/ICCCE.2014.14