TY - GEN
T1 - Correlation of muscle fatigue indices between intramuscular and surface EMG signals
AU - Kim, Gyu Tae
AU - Ahad, Mohammad A.
AU - Ferdjallah, Mohammed
AU - Harris, Gerald F.
N1 - IEEE Xplore, delivering full text access to the world's highest quality technical literature in engineering and technology. | IEEE Xplore
PY - 2007/4/23
Y1 - 2007/4/23
N2 - The root mean square (RMS), the average rectified value (ARV), and the mean frequency (MNF) are indices of muscle fatigue. In this paper, the relationship between the muscle fatigue and these metrics was examined. The correlation among the muscle fatigue indices was also considered by plotting the normalized metrics of surface versus intramuscular EMG. The EMG data was divided into equal segments, and the metrics were calculated in each segment. The calculated metrics were plotted in time domain, and linear regression analysis was performed to find the tendencies and relationships between surface and intramuscular metrics. As the muscle fatigue progressed, the slope of RMS and ARV increased, while that of MNF deceased. For the normalized RMS, ARV, and MNF, the surface versus intramuscular EMG was plotted, and their correlations were examined. Compared with normalized RMS and ARV plots, the normalized MNF showed a slower change-rate.
AB - The root mean square (RMS), the average rectified value (ARV), and the mean frequency (MNF) are indices of muscle fatigue. In this paper, the relationship between the muscle fatigue and these metrics was examined. The correlation among the muscle fatigue indices was also considered by plotting the normalized metrics of surface versus intramuscular EMG. The EMG data was divided into equal segments, and the metrics were calculated in each segment. The calculated metrics were plotted in time domain, and linear regression analysis was performed to find the tendencies and relationships between surface and intramuscular metrics. As the muscle fatigue progressed, the slope of RMS and ARV increased, while that of MNF deceased. For the normalized RMS, ARV, and MNF, the surface versus intramuscular EMG was plotted, and their correlations were examined. Compared with normalized RMS and ARV plots, the normalized MNF showed a slower change-rate.
UR - https://doi.org/10.1109/SECON.2007.342928
U2 - 10.1109/SECON.2007.342928
DO - 10.1109/SECON.2007.342928
M3 - Conference article
AN - SCOPUS:34547661854
SN - 1424410290
SN - 9781424410293
T3 - Conference Proceedings - IEEE SOUTHEASTCON
SP - 378
EP - 382
BT - 2007 IEEE SoutheastCon
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2007 IEEE SoutheastCon
Y2 - 22 March 2007 through 25 March 2007
ER -