• DocumentCode
    2684713
  • Title

    Beamspace adaptive beamforming based on principle component analysis

  • Author

    Yu, Lei ; Liu, Wei ; Langley, Richard

  • Author_Institution
    Commun. Res. Group, Univ. of Sheffield, Sheffield
  • fYear
    2008
  • fDate
    21-23 July 2008
  • Firstpage
    325
  • Lastpage
    329
  • Abstract
    A novel adaptive beamforming method is proposed without the knowledge of the direction of arrival of the signal of interest. It is a combination of the traditional beamspace processing method and a recently proposed technique called ldquodomain weighted principal component analysis (DW-PCA)rdquo and can be applied to the case where the signal of interest is stronger than the interfering signals in both single-path and multi-path environments. Its effectiveness is verified by simulation results.
  • Keywords
    array signal processing; principal component analysis; DW-PCA; beamspace adaptive beamforming; beamspace processing method; domain weighted principal component analysis; multipath environments; signal interference; Adaptive arrays; Adaptive systems; Array signal processing; Direction of arrival estimation; Principal component analysis; Robustness; Sensor arrays; Signal analysis; Signal processing; Smoothing methods; adaptive systems; array signal processing; multipath channels;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Sensor Array and Multichannel Signal Processing Workshop, 2008. SAM 2008. 5th IEEE
  • Conference_Location
    Darmstadt
  • Print_ISBN
    978-1-4244-2240-1
  • Electronic_ISBN
    978-1-4244-2241-8
  • Type

    conf

  • DOI
    10.1109/SAM.2008.4606882
  • Filename
    4606882