A Fractal-Based Simulation Scheme for Multipath Fading Channel

In this paper, a nonlinear dynamical model for multipath fading channel is established on the basis of the study on the nonlinear dynamical properties of wireless mobile communication channel by using chaos and fractal theory. The phase space of the multipath fading time serials is reconstructed and...

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Hauptverfasser:	Li Sun, Chong Fu, Zhen-chuan Zhang
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Chaos Chaotic communication Circuits Electromagnetic propagation Electronic mail Fading Fractals Interpolation Stochastic processes Stochastic systems
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creator	Li Sun Chong Fu Zhen-chuan Zhang
description	In this paper, a nonlinear dynamical model for multipath fading channel is established on the basis of the study on the nonlinear dynamical properties of wireless mobile communication channel by using chaos and fractal theory. The phase space of the multipath fading time serials is reconstructed and the correlation dimension is analyzed, which indicate that the dynamical system has finite degree of freedom and a positive maximum Lyapunov exponent. The chaotic characteristic of the multipath fading is demonstrated and the nonlinear evolution mechanism is observed. Finally, the multipath signals are reconstructed by using fractal interpolation algorithm and gaining reasonably accurate replications. The results indicate that the nonlinear dynamical system could be a more suitable model than the classic stochastic models for describing multipath fading phenomenon.
doi_str_mv	10.1109/WICOM.2007.271
format	Conference Proceeding
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The phase space of the multipath fading time serials is reconstructed and the correlation dimension is analyzed, which indicate that the dynamical system has finite degree of freedom and a positive maximum Lyapunov exponent. The chaotic characteristic of the multipath fading is demonstrated and the nonlinear evolution mechanism is observed. Finally, the multipath signals are reconstructed by using fractal interpolation algorithm and gaining reasonably accurate replications. 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The phase space of the multipath fading time serials is reconstructed and the correlation dimension is analyzed, which indicate that the dynamical system has finite degree of freedom and a positive maximum Lyapunov exponent. The chaotic characteristic of the multipath fading is demonstrated and the nonlinear evolution mechanism is observed. Finally, the multipath signals are reconstructed by using fractal interpolation algorithm and gaining reasonably accurate replications. The results indicate that the nonlinear dynamical system could be a more suitable model than the classic stochastic models for describing multipath fading phenomenon.</abstract><pub>IEEE</pub><doi>10.1109/WICOM.2007.271</doi><tpages>4</tpages></addata></record>
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subjects	Chaos Chaotic communication Circuits Electromagnetic propagation Electronic mail Fading Fractals Interpolation Stochastic processes Stochastic systems
title	A Fractal-Based Simulation Scheme for Multipath Fading Channel
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