• DocumentCode
    3101936
  • Title

    Bursty impulse noise detection by compressed sensing

  • Author

    Lampe, Lutz

  • Author_Institution
    Univ. of British Columbia, Vancouver, BC, Canada
  • fYear
    2011
  • fDate
    3-6 April 2011
  • Firstpage
    29
  • Lastpage
    34
  • Abstract
    Impulse noise (IN) is one of the major impairments for data transmission over power lines. For power line communications (PLC) systems with bandwidths in the high kHz to MHz range, IN occurs in bursts. As long as those bursts are sufficiently short compared to a signal-processing (e.g. coding) frame, there is hope to successfully mitigate IN. In this paper, we introduce a new IN mitigation technique that is based on the application of block-based compressed sensing (CS). It makes use of null-subcarriers in PLC orthogonal frequency division multiplexing (OFDM) transmission systems and the burst structure of IN to detect the location and the values of IN samples in the received signal. We also devise a semi-analytical error-rate performance evaluation for coded OFDM over IN channels, which allows insights into how CS-based IN detection can be used for improved reliability of transmission. Numerical results for typical PLC transmission settings demonstrate the efficacy of the proposed application of CS for IN detection.
  • Keywords
    OFDM modulation; carrier transmission on power lines; error analysis; impulse noise; orthogonal codes; signal detection; signal reconstruction; telecommunication channels; telecommunication network reliability; IN channels; IN mitigation technique; OFDM; OFDM code; PLC orthogonal frequency division multiplexing transmission systems; PLC systems; bursty impulse noise detection; compressed sensing; data transmission; power line communications systems; power lines; semianalytical error-rate performance; signal processing; transmission reliability; Bit error rate; Decoding; Discrete Fourier transforms; Encoding; Noise; OFDM; Receivers; OFDM; Power line communications (PLC); coding; compressed sensing; error-rate analysis; impulse noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Power Line Communications and Its Applications (ISPLC), 2011 IEEE International Symposium on
  • Conference_Location
    Udine
  • Print_ISBN
    978-1-4244-7751-7
  • Electronic_ISBN
    978-1-4244-7749-4
  • Type

    conf

  • DOI
    10.1109/ISPLC.2011.5764411
  • Filename
    5764411