Relationship of magnitude of electromyogram of the lumbar muscles to static posture

@inproceedings{c80, abstract = {This work reports research that investigated the relationship of the strength of contraction of different muscles of the lumbar back to maintain static posture. The paper reports the study of surface electromyogram of the muscles and uses scattering and neural networks on the strength of the EMG measured using root mean square (RMS). The signal is studied before and after the removal of electrocardiogram (ECG) artifact from the signal using a modified independent component analysis technique. The three dimensional scattering plots do not show any observable trends while the neural networks before the removal of ECG does not converge while after removal of ECG the neural network shows a high level of accuracy. The results demonstrate that there is a complex relation between the four EMG and posture and this relationship is revealed only after of ECG from EMG.}, author = {Ragupathy, S. C. and Kumar, D. K. and Polus, B. }, booktitle = {Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE}, citeulike-article-id = {2741583}, doi = {10.1109/IEMBS.2004.1403089}, journal = {Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE}, pages = {57--60 Vol.1}, posted-at = {2008-05-01 03:43:34}, priority = {2}, title = {Relationship of magnitude of electromyogram of the lumbar muscles to static posture}, url = {http://dx.doi.org/10.1109/IEMBS.2004.1403089}, volume = {1}, year = {2004} }

TY - CONF ID - c80 L3 - citeulike-article-id:2741583 TI - Relationship of magnitude of electromyogram of the lumbar muscles to static posture T2 - Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE JF - Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE VL - 1 SP - 57 EP - 60 Vol.1 N2 - This work reports research that investigated the relationship of the strength of contraction of different muscles of the lumbar back to maintain static posture. The paper reports the study of surface electromyogram of the muscles and uses scattering and neural networks on the strength of the EMG measured using root mean square (RMS). The signal is studied before and after the removal of electrocardiogram (ECG) artifact from the signal using a modified independent component analysis technique. The three dimensional scattering plots do not show any observable trends while the neural networks before the removal of ECG does not converge while after removal of ECG the neural network shows a high level of accuracy. The results demonstrate that there is a complex relation between the four EMG and posture and this relationship is revealed only after of ECG from EMG. AU - Ragupathy, SC AU - Kumar, DK AU - Polus, B PY - 2004/// UR - http://dx.doi.org/10.1109/IEMBS.2004.1403089 ER -