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- W2370289171 abstract "In this paper,the NLMS algorithms and RLS algorithms are studied briefly through computer simulation by comparison.Furthermore,the NLMS and RLS filtering algorithms have been applied for simulative design of adaptive filter in electrocardiograph.In this study,the desired reference signal is obtained by adaptive filtering,and is subtracted from the abdominal mixture signal to eliminate maternal ECG to abstract FECG.The results of computer simulation show that both NLMS and RLS algorithms can realize the detection FECG by restraining maternal ECG and other disturbances.In comparison the RLS algorithm performance is much better than NLMS algorithm,besides the convergence speed is much faster and the behavior of the RLS filter coefficients is much more stable,it has faster beginning convergence rate,lower misadjustment noise,and better robustness against noise and disturbance,but the RLS algorithm has high computational complexity in comparison." @default.
- W2370289171 created "2016-06-24" @default.
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- W2370289171 date "2006-01-01" @default.
- W2370289171 modified "2023-09-25" @default.
- W2370289171 title "Simulative Comparison of NLMS and RLS Algorithms and Their Application to FECG Abstraction" @default.
- W2370289171 hasPublicationYear "2006" @default.
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