• DocumentCode
    1306656
  • Title

    Transmitter induced cyclostationarity for blind channel equalization

  • Author

    Tsatsanis, Michail K. ; Giannakis, Georgios B.

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Stevens Inst. of Technol., Hoboken, NJ, USA
  • Volume
    45
  • Issue
    7
  • fYear
    1997
  • fDate
    7/1/1997 12:00:00 AM
  • Firstpage
    1785
  • Lastpage
    1794
  • Abstract
    Fractional sampling has received considerable interest recently as a means of developing blind equalization techniques without resorting to higher order statistics. Instead, cyclostationarity introduced at the receiver by fractional sampling is exploited. We show that simpler solutions are possible if cyclostationarity is introduced at the transmitter instead of the receiver. We propose specific coding and interleaving strategies at the transmitter that induce cyclostationarity and facilitate the equalization task. Novel batch and adaptive equalization algorithms are derived that make no assumptions on the channel zeros locations. Subspace methods are also proposed and, in the absence of noise, guarantee perfect estimation from finite data. Synchronization issues and bandwidth considerations are briefly discussed, and simulation examples are presented
  • Keywords
    adaptive equalisers; interleaved codes; signal sampling; synchronisation; telecommunication channels; transmitters; adaptive equalization algorithms; bandwidth; blind channel equalization; channel zeros locations; coding; finite data; fractional sampling; interleaving; perfect estimation; simulation; subspace methods; synchronization; transmitter induced cyclostationarity; Adaptive equalizers; Bandwidth; Blind equalizers; Fading; Higher order statistics; Interleaved codes; Intersymbol interference; Management training; Radio transmitters; Sampling methods;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/78.599947
  • Filename
    599947