Asymptotic Analysis of General Multiuser Detectors in MIMO DS-CDMA Channels
arXiv:0706.3170 · doi:10.1109/JSAC.2008.080407
Abstract
We analyze a MIMO DS-CDMA channel with a general multiuser detector including a nonlinear multiuser detector, using the replica method. In the many-user, limit the MIMO DS-CDMA channel with the multiuser detector is decoupled into a bank of single-user SIMO Gaussian channels if a spatial spreading scheme is employed. On the other hand, it is decoupled into a bank of single-user MIMO Gaussian channels if a spatial spreading scheme is not employed. The spectral efficiency of the MIMO DS-CDMA channel with the spatial spreading scheme is comparable with that of the MIMO DS-CDMA channel using an optimal space-time block code without the spatial spreading scheme. In the case of the QPSK data modulation scheme the spectral efficiency of the MIMO DS-CDMA channel with the MMSE detector shows {\it waterfall} behavior and is very close to the corresponding sum capacity when the system load is just below the transition point of the {\it waterfall} behavior. Our result implies that the performance of a multiuser detector taking the data modulation scheme into consideration can be far superior to that of linear multiuser detectors.
Submitted to IEEE Journal on Selected Areas in Communications
References in corpus (1)
Cited by in corpus (7)
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- Large-System Analysis of Joint Channel and Data Estimation for MIMO DS-CDMA Systems
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- Asymptotic Performance Analysis of a K-Hop Amplify-and-Forward Relay MIMO Channel
- Asymptotic Optimality of Massive MIMO Systems Using Densely Spaced Transmit Antennas
- Large-System Analysis of Joint User Selection and Vector Precoding for Multiuser MIMO Downlink
- Iterative LMMSE Channel Estimation, Multiuser Detection, and Decoding via Spatial Coupling