DocumentCode :
2585664
Title :
Improved algorithm for the lock-in-amplifier adaptive noise canceller
Author :
Shao, Yi ; Zhao, Yipeng ; Zhan, Qingbo ; Zhang, Wei ; Chen, Ying
Author_Institution :
Sch. of Electron. Sci. & Eng., Nanjing Univ., Nanjing, China
Volume :
2
fYear :
2011
fDate :
15-17 Oct. 2011
Firstpage :
777
Lastpage :
780
Abstract :
The algorithm of lock-in-amplifier adaptive noise canceller is a method of eliminating the power-line interference, which is based on the lock-in amplifier in the hardware circuits. It could be used to calculate the amplitude, frequency and phase of the interference signals accurately. And the de-noised signals will be obtained by subtracting the reconstructed interference signals from the original signals. The method could also be utilized to filter the power-line interference even when original signals have low signal-to-noise ratios (SNR). In this paper, the original method is improved by new algorithms. Firstly Hanning window processing is applied, which makes the connection of filtered segments smoother. And then the FIR filters are replaced by wavelet filters. Finally, the improved algorithm is tested by processing the actual ECG signals and a better result is attained.
Keywords :
FIR filters; amplifiers; electrocardiography; medical signal processing; signal denoising; signal reconstruction; smoothing methods; ECG signals; FIR filters; Hanning window processing; SNR; filtered segment smoothing; hardware circuits; interference signal amplitude; interference signal frequency; interference signal phase; interference signal reconstruction; lock-in-amplifier adaptive noise canceller; power-line interference elimination; power-line interference filtering; signal denoising; signal-to-noise ratios; wavelet filters; Cutoff frequency; Electrocardiography; Filtering algorithms; Finite impulse response filter; Interference; Signal to noise ratio; Wavelet transforms; Hanning window processing; Lock-In-Amplifier; Power-line Interference; Wavelet Filters;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2011 4th International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-9351-7
Type :
conf
DOI :
10.1109/BMEI.2011.6098434
Filename :
6098434
Link To Document :
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