Combined Statistical and Simulation Analysis of Second Order Statistics in Orthogonal MIMO Channels

Author

Ivanis, Predrag N. ; Drajic, Dusan B. ; Vucetic, Branka S.

Author_Institution

Dept. of Telecommun., Fac. of Electr. Eng., Belgrade

Volume

1

fYear

2005

fDate

21-24 Nov. 2005

Firstpage

466

Lastpage

469

Abstract

Subject of this paper is an analysis of level crossing rate and average fading duration in orthogonal subchannels of MIMO channel. Aproximation expressions are proposed using Chi-Square and Kolmogorov-Smirnov-Lilliefors statistical verification methods. Obtained results are compared with Monte Carlo simulation results

Keywords

Monte Carlo methods; OFDM modulation; approximation theory; fading channels; statistical analysis; Chi-Square; Kolmogorov-Smirnov-Lilliefors statistical verification; Monte Carlo simulation; aproximation expressions; average fading duration; level crossing rate; orthogonal MIMO channels; second order statistics; simulation analysis; statistical analysis; Analytical models; Array signal processing; Eigenvalues and eigenfunctions; Fading; MIMO; Matrix decomposition; Random variables; Rayleigh channels; Receiving antennas; Statistical analysis; Average fade duration; Rayleigh fading; beamforming; level crossing rate; multiple-input multiple-output channels; statistical tests;

fLanguage

English

Publisher

ieee

Conference_Titel

Computer as a Tool, 2005. EUROCON 2005.The International Conference on

Conference_Location

Belgrade

Print_ISBN

1-4244-0049-X

Type

conf

DOI

10.1109/EURCON.2005.1629965

Filename

1629965