Title :
On the Asymptotic Spectral Efficiency of Uplink MIMO-CDMA Systems Over Rayleigh Fading Channels With Arbitrary Spatial Correlation
Author :
Peng Pan ; Youguang Zhang ; Yuquan Sun ; Lie-Liang Yang
Author_Institution :
Coll. of Commun. Eng., Hangzhou Dianzi Univ., Hangzhou, China
Abstract :
In this paper, we study the asymptotic spectral efficiency (ASE) of the uplink multiple-input-multiple-output direct-sequence code-division multiple-access (MIMO-CDMA) systems supporting multiple users, when assuming communications over flat-fading channels with arbitrary correlation in the spatial domain. In the MIMO-CDMA systems considered, the system-channel-related matrix expressed by H is a block random matrix, whose entries may be correlated due to the spatial correlation. In this paper, the theory of operator-valued free probability is employed to derive the approximate asymptotic eigenvalue distribution (AED) of the correlation matrix RH = HH H, where the size of the block matrix H tends to infinity. Based on the approximate AED, the spectral efficiency (SE) performance of multiuser MIMO-CDMA systems is studied by both analysis and simulations. Our simulation and numerical results show that the corresponding ASE is, in general, capable of providing very good prediction of the SE achieved by the practical MIMO-CDMA systems.
Keywords :
MIMO communication; code division multiple access; eigenvalues and eigenfunctions; fading channels; telecommunication channels; Rayleigh fading channels; arbitrary correlation; arbitrary spatial correlation; asymptotic eigenvalue distribution; asymptotic spectral efficiency; block random matrix; flat-fading channels; multiple input multiple output direct-sequence code-division multiple-access; operator-valued free probability; system-channel-related matrix; uplink MIMO-CDMA systems; Approximation methods; Correlation; Eigenvalues and eigenfunctions; Fading; Multiaccess communication; Receiving antennas; Code-division multiple access (CDMA); eigenvalue distribution; multiple-input multiple-output (MIMO); operator-valued free probability; spatial correlation; spectral efficiency (SE);
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2012.2227344