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
Link To Document :
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