Improved algorithm for the lock-in-amplifier adaptive noise canceller

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.

[1]  I. Johnstone,et al.  Wavelet Threshold Estimators for Data with Correlated Noise , 1997 .

[2]  P. Dutilleux An Implementation of the “algorithme à trous” to Compute the Wavelet Transform , 1989 .

[3]  Thomas Kailath,et al.  Modern signal processing , 1985 .

[4]  Mark J. Shensa,et al.  The discrete wavelet transform: wedding the a trous and Mallat algorithms , 1992, IEEE Trans. Signal Process..

[5]  Ivan W. Selesnick,et al.  Gröbner bases and wavelet design , 2004, J. Symb. Comput..

[6]  Simon Haykin,et al.  Modern signal processing , 1988 .

[7]  Li Xiangcang,et al.  Detection of Weak Signals , 2006 .

[8]  Karen O. Egiazarian,et al.  Wavelet domain Wiener filtering for ECG denoising using improved signal estimate , 2000, 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100).

[9]  Ying Chen,et al.  A New Application of Lock In Amplifier-Adaptive Noise Canceller , 2009, 2009 3rd International Conference on Bioinformatics and Biomedical Engineering.

[10]  Jan W. M. Bergmans,et al.  An Improved Adaptive Power Line Interference Canceller for Electrocardiography , 2006, IEEE Transactions on Biomedical Engineering.