Large-System Analysis of Correlated MIMO Multiple Access Channels with Arbitrary Signaling in the Presence of Interference

被引:19
作者
Girnyk, Maksym A. [1 ,2 ]
Vehkapera, Mikko [1 ,2 ,3 ]
Rasmussen, Lars K. [1 ,2 ]
机构
[1] KTH Royal Inst Technol, Sch Elect Engn, Stockholm, Sweden
[2] KTH Royal Inst Technol, ACCESS Linnaeus Ctr, Stockholm, Sweden
[3] Aalto Univ, Sch Elect Engn, Helsinki, Finland
基金
欧洲研究理事会; 澳大利亚研究理事会;
关键词
MIMO systems; multiple access channel; large-system analysis; replica method; precoding; transceiver design; VECTOR GAUSSIAN CHANNELS; CDMA MULTIUSER DEMODULATION; MUTUAL INFORMATION; STATISTICAL-MECHANICS; SPECTRAL EFFICIENCY; CELLULAR NETWORKS; FADING CHANNELS; MASSIVE MIMO; CAPACITY; ANTENNAS;
D O I
10.1109/TWC.2014.022614.130860
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Presence of multiple antennas on both sides of a communication channel promises significant improvements in system throughput and power efficiency. In effect, a new class of large multiple-input multiple-output (MIMO) communication systems has recently emerged and attracted both scientific and industrial attention. To analyze these systems in realistic scenarios one has to include such aspects as co-channel interference, multiple access and spatial correlation. In this paper, we study the properties of correlated MIMO multiple-access channels in the presence of external interference. Using the replica method from statistical physics, we derive the ergodic sum-rate of the communication for arbitrary signal constellations when the numbers of antennas at both ends of the channel grow large. Based on these asymptotic expressions, we also address the problem of sum-rate maximization using statistical channel state information and linear precoding. The numerical results demonstrate that when the interfering terminals use discrete constellations, the resulting interference becomes easier to handle compared to Gaussian signals. Thus, it may be possible to accommodate more interfering transmitter-receiver pairs within the same area as compared to the case of Gaussian signals. In addition, we demonstrate numerically for the Gaussian and QPSK signaling schemes that it is possible to design precoder matrices that significantly improve the achievable rates at low-to-mid range of signal-to-noise ratios when compared to isotropic precoding.
引用
收藏
页码:2060 / 2073
页数:14
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