• DocumentCode
    3379626
  • Title

    Blind SIMO channel estimation for CPM using the Laurent approximation

  • Author

    Neugebauer, Shawn P. ; Ding, Zhi

  • Author_Institution
    Dept. of Electr. & Comput. Eng., California Univ., Davis, CA, USA
  • Volume
    5
  • fYear
    2004
  • fDate
    23-26 May 2004
  • Abstract
    We demonstrate that by employing the main-pulse Laurent approximation, blind second-order-statistics-based channel identification can be performed for partial response CPM signals having modulation indices other than one-half. We use the approximation to formulate the problem in the single-input multiple-output model, permitting fractional sampling of the channel output, and we compare the estimation performance, for several multipath-distorted CPM signals, of several blind channel identification methods. Simulation results demonstrate the efficacy of existing techniques for general CPM signals and highlight the necessity of exploiting the known source statistics and pulses.
  • Keywords
    approximation theory; channel estimation; continuous phase modulation; multipath channels; signal sampling; blind SIMO channel estimation; blind channel identification; channel output; estimation performance; fractional sampling; main-pulse Laurent approximation; modulation indices; multipath-distorted CPM signals; partial response; second-order statistics; single-input multiple-output model; source pulses; source statistics; Approximation error; Channel estimation; Computational modeling; GSM; Linear approximation; Pulse modulation; Sampling methods; Signal processing; Statistics; Viterbi algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2004. ISCAS '04. Proceedings of the 2004 International Symposium on
  • Print_ISBN
    0-7803-8251-X
  • Type

    conf

  • DOI
    10.1109/ISCAS.2004.1329898
  • Filename
    1329898