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

机译:锁相放大器自适应噪声消除器的改进算法

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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.
机译:锁相放大器自适应噪声消除器算法是一种消除电力线干扰的方法,该方法基于硬件电路中的锁相放大器。它可用于准确计算干扰信号的幅度,频率和相位。并且通过从原始信号中减去重构的干扰信号来获得去噪的信号。即使原始信号具有低信噪比(SNR),该方法也可用于过滤电力线干扰。本文通过新算法对原有方法进行了改进。首先应用汉宁窗口处理,使滤波后的段的连接更平滑。然后将FIR滤波器替换为小波滤波器。最后,通过处理实际的心电信号对改进算法进行了测试,取得了较好的结果。

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