• DocumentCode
    1419236
  • Title

    Blind Calibration for a Linear Array With Gain and Phase Error Using Independent Component Analysis

  • Author

    Kim, Jungtai ; Yang, Hyun Jong ; Jung, Byung Wook ; Chun, Joohwan

  • Author_Institution
    Dept. of Electr. Eng., Korea Adv. Inst. of Sci. & Technol. (KAIST), Daejeon, South Korea
  • Volume
    9
  • fYear
    2010
  • fDate
    7/2/1905 12:00:00 AM
  • Firstpage
    1259
  • Lastpage
    1262
  • Abstract
    A novel gain and phase blind calibration method for a linear array with non-Gaussian sources is proposed. In the proposed method, independent component analysis is used to estimate the product of the array error matrix and the array response matrix. From this estimated matrix, the array gain and phase are estimated in the sense that the squared estimation error of the direction of arrivals (DOAs) of the sources can be minimized. Simulation results demonstrate that the proposed method is superior to conventional methods for a wide range of phase error.
  • Keywords
    calibration; direction-of-arrival estimation; independent component analysis; linear antenna arrays; matrix algebra; array error matrix; array response matrix; blind calibration; direction of arrival; gain error; independent component analysis; linear array antenna; nonGaussian source; phase error; Blind calibration; direction-of-arrival (DOA) estimation; independent component analysis (ICA); linear array;
  • fLanguage
    English
  • Journal_Title
    Antennas and Wireless Propagation Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1536-1225
  • Type

    jour

  • DOI
    10.1109/LAWP.2010.2104132
  • Filename
    5680934