• DocumentCode
    2358904
  • Title

    Blind source separation for OFDM with filtering colored noise out

  • Author

    Sriyananda, M.G.S. ; Joutsensalo, J. ; Hämäläinen, T.

  • Author_Institution
    Dept. of Math. Inf. Technol., Univ. of Jyvaskyla, Jyväskylä, Finland
  • fYear
    2011
  • fDate
    19-21 Oct. 2011
  • Firstpage
    118
  • Lastpage
    122
  • Abstract
    Two blind algorithms that are developed with the intention of improving the symbol detection of Orthogonal Frequency Division Multiplexing (OFDM) techniques are proposed in this paper. OFDM systems are easy to equalize in implementations. The schemes are based on the theories of blind source separation (BSS). They are among the premier mechanisms used for extracting unobserved signals from observed mixtures in signal processing. In this study noise component of the received signal mixture is tried to be filtered out. A scalar energy function with the iterative fixed point rule for receive signal is used in determining the filter coefficients while taking the time correlation properties of the channel to advantage for BSS. The methods are tested in a single input single output slow fading channel with a receiver containing Equal Gain Combining (EGC) for treating the channel state information (CSI) values. These solutions can be introduced as low computational complexity approaches.
  • Keywords
    OFDM modulation; blind source separation; filtering theory; OFDM; blind source separation; channel state information; computational complexity; equal gain combining; filtering colored noise out; orthogonal frequency division multiplexing; scalar energy function; signal processing; symbol detection; Blind source separation; Correlation; Fading; Noise; OFDM; Receivers; Blind Source Separation; OFDM; Slow Fading;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communication Technologies Workshop (Swe-CTW), 2011 IEEE Swedish
  • Conference_Location
    Stockholm
  • Print_ISBN
    978-1-4577-1877-9
  • Electronic_ISBN
    978-1-4577-1876-2
  • Type

    conf

  • DOI
    10.1109/Swe-CTW.2011.6082478
  • Filename
    6082478