International Journal of Applied Mathematics and Machine LearningAuthor's: Cuijuan Guo, Zhen Yang and Zhigang Wu
Pages: [123] - [139]
Received Date: November 18, 2016
Submitted by: Loc Nguyen.
DOI: http://dx.doi.org/10.18642/ijamml_7100121740
The model of propagation of electromagnetic energy from transmitter to receiver will be largely by way of scatting, either by reflection from the flat sides of buildings or by diffraction around such buildings or other man-made or natural obstacles in mobile communication. These effects are called multi path propagation resulting in significant fluctuations of the received signal. Generally, Rayleigh fading waveforms are often required to simulate in wireless communication channels. In this paper, in order to tackle with statistical property problems of the proposed model that cannot always approach theoretical value, an improved model based on Clarke model is proposed and its statistical properties of first and second-order are also analyzed in detail. Simulation results indicate that the modified amplitude, phase probability density function, the relevant function, the level crossing rate and the average fade duration can coincide with Clarke theoretical model characteristics. It can meet the requirements of the actual channel simulation.
mobile communication, Rayleigh fading, Clarke model, statistical properties.
