Experimental evaluations of sequential adaptive processing for fetal electrocardiograms (ECGs)

Z Yao, Y Dong, WK Jenkins - 2015 49th Asilomar Conference …, 2015 - ieeexplore.ieee.org
Z Yao, Y Dong, WK Jenkins
2015 49th Asilomar Conference on Signals, Systems and Computers, 2015ieeexplore.ieee.org
Previously published results demonstrated that a sequential combination of adaptive linear
prediction (LPC), adaptive noise cancellation (ANC), and IIR comb filtering (CF) can
effectively remove maternal interference from noninvasive fetal ECGs. This paper presents
experimental results to show how LPC-ANC sequential processing can extract fetal signals
from noninvasive abdominal measurements. Experimental results demonstrate how various
combinations of time-domain and transform-domain adaptive filters can effectively extract …
Previously published results demonstrated that a sequential combination of adaptive linear prediction (LPC), adaptive noise cancellation (ANC), and IIR comb filtering (CF) can effectively remove maternal interference from noninvasive fetal ECGs. This paper presents experimental results to show how LPC-ANC sequential processing can extract fetal signals from noninvasive abdominal measurements. Experimental results demonstrate how various combinations of time-domain and transform-domain adaptive filters can effectively extract the fetal component from noninvasive abdominal fetal ECG's. Experimental results also illustrate that sequential processing followed by single stage comb filtering and newly proposed adaptive comb filtering is an effective form of sequential processing.
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