• DocumentCode
    2766878
  • Title

    Experiment of blind signal separation of wireless mixture using complex valued fast independent component analysis

  • Author

    Shiomi, Hidehisa ; Yata, Tatsuro ; Okamura, Yasuyuki

  • Author_Institution
    Grad. Sch. of Eng. Sci., Osaka Univ., Toyonaka
  • fYear
    2008
  • fDate
    5-11 July 2008
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    The blind estimation technique is useful for an adaptive array antenna, a MIMO communication system and a cognitive wireless communication system. The independent component analysis (ICA) developing in the area of the image processing and the speech processing is a simple algorithm with demand upon less priori knowledge. In this report, it is described that an experiment of the blind signal separation of the microwave mixture signal consisted of two signals with QPSK modulation. The digital wireless communication system with two transmitters and two receivers was setting up to obtain the microwave mixture where a carrier frequency was 2.45GHz. The separated signals from the mixture using the ICA were good agreement with the source signals.
  • Keywords
    blind source separation; estimation theory; independent component analysis; microwave receivers; quadrature phase shift keying; wireless sensor networks; MIMO communication system; QPSK modulation; adaptive array antenna; blind estimation technique; blind signal separation; carrier frequency; cognitive wireless communication system; complex valued fast independent component analysis; digital wireless communication system; image processing; microwave mixture signal; speech processing; wireless mixture; Adaptive arrays; Antenna arrays; Blind source separation; Image processing; Independent component analysis; MIMO; Quadrature phase shift keying; Speech processing; Transmitters; Wireless communication;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Antennas and Propagation Society International Symposium, 2008. AP-S 2008. IEEE
  • Conference_Location
    San Diego, CA
  • Print_ISBN
    978-1-4244-2041-4
  • Electronic_ISBN
    978-1-4244-2042-1
  • Type

    conf

  • DOI
    10.1109/APS.2008.4619297
  • Filename
    4619297