• DocumentCode
    685018
  • Title

    Blind source separation of interfering signals in analog circuits

  • Author

    Li Hao ; Chen Zhiyong ; Zhang Ruixue ; Dong Yonggui

  • Author_Institution
    Dept. of Precision Instrum., Tsinghua Univ., Beijing, China
  • Volume
    01
  • fYear
    2013
  • fDate
    16-18 Aug. 2013
  • Firstpage
    462
  • Lastpage
    466
  • Abstract
    A blind source separation method is proposed to identify source interfering signals at analog circuits nodes. Based on an instantaneous linear mixing model, independent component analysis algorithm is used for separating interfering signals from observed signals. The influences of energy storage circuit elements such as capacitance are analyzed via numerical and experimental simulations. It is shown that, for circuits in which energy storage circuit elements perform less significant effects, relatively satisfied separation results of interfering signals can be obtained. On the other hand, in cases that energy storage circuit elements have significant effects, the separation results will deteriorate. Moreover, when a known input signal is enclosed in the observed mixtures, the separation results for interfering signals will be obviously improved.
  • Keywords
    analogue circuits; blind source separation; independent component analysis; interference (signal); analog circuits; blind source separation; energy storage circuit elements; independent component analysis algorithm; instantaneous linear mixing model; interfering signals; Analog circuits; Capacitors; Energy storage; Integrated circuit modeling; Noise; Source separation; Vectors; analog circuits; blind source separation; electromagnetic compatibility; independent component analysis; interfering signals;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Measurement, Information and Control (ICMIC), 2013 International Conference on
  • Conference_Location
    Harbin
  • Print_ISBN
    978-1-4799-1390-9
  • Type

    conf

  • DOI
    10.1109/MIC.2013.6758005
  • Filename
    6758005