• 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