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Performance analysis of large scale MU-MIMO with optimal linear receivers

H. Q. Ngo ; Michail Matthaiou (Institutionen för signaler och system, Signalbehandling) ; E. G. Larsson
2012 Swedish Communication Technologies Workshop, Swe-CTW 2012, Lund, 24 - 26 October 2012 p. 59-64. (2012)
[Konferensbidrag, refereegranskat]

We consider the uplink of multicell multiuser MIMO (MU-MIMO) systems with very large antenna arrays at the base station (BS). We assume that the BS estimates the channel through uplink training, and then uses this channel estimate to detect the signals transmitted from a multiplicity of autonomous users in its cell. By taking the correlation between the channel estimate and the interference from other cells into account, we propose an optimal linear receiver (OLR) which maximizes the received signal-to-interference-plus-noise (SINR). Analytical approximations of the exact and lower bound on the achievable rate are then derived. The bound is very tight, especially at large number of BS antennas. We show that at low SINR, maximalratio combing (MRC) receiver performs as well as OLR, however at high SINR, OLR outperforms MRC. Compared with the typical minimum mean-square error receiver, our proposed OLR improves systematically the system performance, especially when the interference is large.

Denna post skapades 2013-01-15. Senast ändrad 2013-06-28.
CPL Pubid: 170610


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Institutionen för signaler och system, Signalbehandling (1900-2017)


Elektroteknik och elektronik

Chalmers infrastruktur