• DocumentCode
    2267299
  • Title

    Modelling of radio-frequency communication channels using Volterra model

  • Author

    Pavlenko, Vitaliy D. ; Speranskyy, Viktor O. ; Lomovoy, Volodymyr I.

  • Author_Institution
    ONPU, Odessa, Ukraine
  • Volume
    2
  • fYear
    2011
  • fDate
    15-17 Sept. 2011
  • Firstpage
    574
  • Lastpage
    579
  • Abstract
    This paper presents an efficient technique of continuous communication channel´s experimental research for identification of amplitude-frequency characteristics (AFC). The technique is based on Volterra model and founded on the application of the approximating method of identification of nonlinear dynamic system. The identification is carried out by means of compiling the linear combinations of responses from researched system to the test polyharmonic signals with different amplitudes. Designed firmware, realizing the methodology of identification, is used for construction of informational model of communication channel in the form of first and second orders AFC´s on the basis of input-output experiment´s data, using harmonic and biharmonic test signals.
  • Keywords
    Volterra equations; nonlinear dynamical systems; wireless channels; Volterra model; amplitude-frequency characteristics; biharmonic test signals; informational model; linear combinations; nonlinear dynamic system; radiofrequency communication channels; test polyharmonic signals; Communication channels; Frequency domain analysis; Harmonic analysis; Kernel; Nonlinear dynamical systems; Smoothing methods; Transfer functions; Volterra models; Volterra series; communication channels; identification; multidimensional transfer functions; multifrequency performances; nonlinear dynamic systems; polyharmonic signals; telecommunication systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Data Acquisition and Advanced Computing Systems (IDAACS), 2011 IEEE 6th International Conference on
  • Conference_Location
    Prague
  • Print_ISBN
    978-1-4577-1426-9
  • Type

    conf

  • DOI
    10.1109/IDAACS.2011.6072832
  • Filename
    6072832