TY - JOUR
T1 - On the asymptotic spectral efficiency of uplink MIMO-CDMA systems over rayleigh fading channels with arbitrary spatial correlation
AU - Pan, Peng
AU - Zhang, Youguang
AU - Sun, Yuquan
AU - Yang, Lie Liang
PY - 2013
Y1 - 2013
N2 - 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.
AB - 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.
KW - Code-division multiple access (CDMA)
KW - eigenvalue distribution
KW - multiple-input multiple-output (MIMO)
KW - operator-valued free probability
KW - spatial correlation
KW - spectral efficiency (SE)
UR - https://www.scopus.com/pages/publications/84873922445
U2 - 10.1109/TVT.2012.2227344
DO - 10.1109/TVT.2012.2227344
M3 - 文章
AN - SCOPUS:84873922445
SN - 0018-9545
VL - 62
SP - 679
EP - 691
JO - IEEE Transactions on Vehicular Technology
JF - IEEE Transactions on Vehicular Technology
IS - 2
M1 - 6353259
ER -