DocumentCode :
2668700
Title :
A multipath fading channel simulator based on time series generated by Lorenz chaotic attractor
Author :
Hassan, Muhammad ; Saeed, Usman ; Mahmood, Waqar
Author_Institution :
Al-Khawarizmi Inst. of Comput. Sci., Univ. of Eng. & Technol., Lahore, Pakistan
fYear :
2009
fDate :
9-11 April 2009
Firstpage :
1
Lastpage :
5
Abstract :
In this paper, we present a tapped delay line multipath fading channel simulator that uses deterministic Lorenz chaotic attractor to approximate complex-valued Gaussian random process generators to be connected at each tap. When Lorenz attractor becomes chaotic for specific values of its parameters, PDF of its y(t) becomes a crude approximation to Gaussian and hence can be used to simulate time-varying coefficients. MATLAB is used to both implement the simulator and numerically solve the Lorenz attractor. For a typical input, which we chose as a phase modulated signal, we show that the PDFs of output signal´s amplitude and phase follow Rayleigh and Uniform distributions, respectively, as is expected theoretically.
Keywords :
chaotic communication; fading channels; multipath channels; time series; time-varying channels; Gaussian random process generators; Lorenz chaotic attractor; MATLAB; Rayleigh distribution; Uniform distribution; delay line multipath fading channel simulator; phase modulated signal; time series; time-varying coefficient simulation; Bandwidth; Chaos; Computational modeling; Computer simulation; Delay lines; Fading; Frequency; Multipath channels; Nonlinear dynamical systems; Random processes;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical Engineering, 2009. ICEE '09. Third International Conference on
Conference_Location :
Lahore
Print_ISBN :
978-1-4244-4360-4
Electronic_ISBN :
978-1-4244-4361-1
Type :
conf
DOI :
10.1109/ICEE.2009.5173166
Filename :
5173166
Link To Document :
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