Title :
Efficient simulation of multiple cross-correlated Rayleigh fading channels
Author :
Wang, Cheng-Xiang ; Pätzold, Matthias
Author_Institution :
Dept. of Inf. & Commun. Technol., Agder Univ. Coll., Grimstad, Norway
Abstract :
For the simulation of practical diversity combined fading channels, multiple-input multiple-output (MIMO) channels, and space-time-selective fading channels, it is desirable to produce multiple Rayleigh fading processes with specified cross-correlations. Based on the deterministic sum-of-sinusoids (SOS) channel modeling approach, we have developed a simple efficient procedure for generating an arbitrary number of cross-correlated Rayleigh fading processes. It is demonstrated by numerical and simulation results that the resulting deterministic channel simulator can accurately reproduce all of the desired statistical properties, such as the autocorrelation functions (ACFs), the cross-correlation functions (CCFs), and the phase properties.
Keywords :
MIMO systems; Rayleigh channels; correlation methods; statistical analysis; MIMO channels; SOS channel modeling approach; autocorrelation functions; cross-correlation functions; deterministic channel simulator; deterministic sum-of-sinusoids; diversity combined fading channels; multiple Rayleigh fading processes; multiple cross-correlated Rayleigh fading channels; multiple-input multiple-output; phase properties; space-time-selective fading channels; statistical properties; Educational institutions; Fading; Filters; Frequency; MIMO; Multicarrier code division multiple access; Numerical simulation; Random processes; Rayleigh channels; Stochastic processes;
Conference_Titel :
Personal, Indoor and Mobile Radio Communications, 2003. PIMRC 2003. 14th IEEE Proceedings on
Print_ISBN :
0-7803-7822-9
DOI :
10.1109/PIMRC.2003.1260368