Title :
Cholesky decomposition model for correlated MRC diversity systems in Nakagami fading channels
Author :
Zhang, Keli ; Song, Zhefeng ; Guan, Yong Liang
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
Abstract :
A novel statistical model for the combined output of maximal ratio combining (MRC) diversity systems in Nakagami (1960) fading channels with correlated branches is presented. Cholesky decomposition is used to transform correlated diversity branches into uncorrelated branches, so that the analysis previously developed for MRC systems with independent diversity branches can be applied. The proposed model can accommodate any correlation values among the diversity branches, any m (integer or nonintegral) parameters and any combinations of m/P (P stands for power) ratios. Validity and applicability of the proposed model are confirmed by appropriate analysis and simulations. With this achievement, we provide an efficient approach to evaluate the MRC system performance in a wide variety of arbitrary Nakagami fading environment.
Keywords :
correlation methods; diversity reception; fading channels; matrix decomposition; multipath channels; statistical analysis; Cholesky decomposition model; MRC system performance; Nakagami fading channels; correlated MRC diversity systems; correlated diversity branches; independent diversity branches; maximal ratio combining diversity systems; multipath propagation; simulations; statistical model; uncorrelated branches; Analytical models; Bit error rate; Diversity reception; Fading; Power system modeling; Rayleigh channels; Signal to noise ratio; Statistics; System performance; Wireless communication;
Conference_Titel :
Vehicular Technology Conference, 2002. Proceedings. VTC 2002-Fall. 2002 IEEE 56th
Print_ISBN :
0-7803-7467-3
DOI :
10.1109/VETECF.2002.1040469