DocumentCode
1589608
Title
A methodological approach to remove the ECG noise from the EMG signals
Author
Yaohang, Hu ; Lesheng, He ; Jihong, Shi ; Weilian, Wang
Author_Institution
Sch. of Inf., Yunnan Univ., Kunming, China
Volume
3
fYear
2011
Firstpage
228
Lastpage
231
Abstract
The SEMGs are valuable in the kinetic system, sickness study, and clinical treatment. But the collected EMG signals recordings especially recordings from back muscles are often critically contaminated by the ECG signals and Power-Line Interference. The object of this paper is to reject the noise from the SEMGs signals that recording from the right erector spinae muscle using the adaptive filer technology. The first step of the study was to choose the method for collection of the weak SEMG signal. Then the ECG electrode position was chosen in order to record the ECG with a shape similar to that found in the noised SEMGs. At the end, spectrum of the denoised SEMG signal and the variance are analyzed. The result of the experiment showed that the adaptive filtering method proposed in this work could denoise the SEMG signals efficiency and reliable.
Keywords
adaptive filters; adaptive signal processing; electrocardiography; electromyography; medical signal processing; patient treatment; power cables; signal denoising; ECG noise; adaptive filer technology; clinical treatment; erector spinae muscle; kinetic system; powerline interference; sickness study; signal denoise; surface EMG signal; Adaptive filters; Electrocardiography; Electromyography; Finite impulse response filter; Interference; Noise cancellation; Adaptive noise canceller; ECG; EMG; power-line interference;
fLanguage
English
Publisher
ieee
Conference_Titel
Electronic Measurement & Instruments (ICEMI), 2011 10th International Conference on
Conference_Location
Chengdu
Print_ISBN
978-1-4244-8158-3
Type
conf
DOI
10.1109/ICEMI.2011.6037894
Filename
6037894
Link To Document