• DocumentCode
    2784223
  • Title

    Performance Analysis of Beamforming Algorithm for Noise Cancellation with Respect to the Arrival Angles of Interference Signal

  • Author

    Alom, Md Zahangir ; Lee, Hyo Jong

  • Author_Institution
    Div. of Comput. Sci. & Eng., Chonbuk Nat. Univ., Jeonju, South Korea
  • fYear
    2010
  • fDate
    10-12 Oct. 2010
  • Firstpage
    396
  • Lastpage
    399
  • Abstract
    This article presents performance analysis of multiple channel noise cancellation by beam forming algorithm depending on the variation of arrival of angles of the interference signal. In this article we examined that the effectiveness of the desired signal by the different arrival of angles of interference signals. The variation of the arrival angles of the interference signal considered -1500 to +1500 with 300 intervals and the desired signal arrival angle is 00. The desired signal and the optimized multi-layer perception (MLP) were used to calculate the correlation values at different angle. We also used the Back propagation algorithm as learning rule for MLP and improving our signal quality. This involves a desired signal whilst removing any noise or interference signals which may come from different sources.
  • Keywords
    array signal processing; backpropagation; interference (signal); interference suppression; arrival angles; back propagation algorithm; beamforming algorithm; correlation values; interference signal; learning rule; multilayer perception; multiple channel noise cancellation; performance analysis; signal quality; Antennas; Array signal processing; Artificial neural networks; Correlation; Frequency modulation; Interference; Noise; BSS; DSPs; LMS; MLP; Nyquist Sampling Rate; SS;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC), 2010 International Conference on
  • Conference_Location
    Huangshan
  • Print_ISBN
    978-1-4244-8434-8
  • Electronic_ISBN
    978-0-7695-4235-5
  • Type

    conf

  • DOI
    10.1109/CyberC.2010.78
  • Filename
    5617041