TY - JOUR
T1 - Tomlinson-Harashima precoding for multiuser MIMO systems with quantized CSI feedback and user scheduling
AU - Sun, Liang
AU - McKay, Matthew R.
PY - 2014/8/15
Y1 - 2014/8/15
N2 - This paper studies the sum rate performance of a low complexity quantized CSI-based Tomlinson-Harashima (TH) precoding scheme for downlink multiuser MIMO transmission, employing greedy user selection. The asymptotic distribution of the output-signal-to-interference-plus-noise ratio of each selected user and the asymptotic sum rate as the number of users K grows large are derived by using extreme value theory. For fixed finite signal-to-noise ratios and a finite number of transmit antennas nT , we prove that as K grows large, the proposed approach can achieve the optimal sum rate scaling of the MIMO broadcast channel. We also prove that, if we ignore the precoding loss, the average sum rate of this approach converges to the average sum capacity of the MIMO broadcast channel. Our results provide insights into the effect of multiuser interference caused by quantized CSI on the multiuser diversity gain.
AB - This paper studies the sum rate performance of a low complexity quantized CSI-based Tomlinson-Harashima (TH) precoding scheme for downlink multiuser MIMO transmission, employing greedy user selection. The asymptotic distribution of the output-signal-to-interference-plus-noise ratio of each selected user and the asymptotic sum rate as the number of users K grows large are derived by using extreme value theory. For fixed finite signal-to-noise ratios and a finite number of transmit antennas nT , we prove that as K grows large, the proposed approach can achieve the optimal sum rate scaling of the MIMO broadcast channel. We also prove that, if we ignore the precoding loss, the average sum rate of this approach converges to the average sum capacity of the MIMO broadcast channel. Our results provide insights into the effect of multiuser interference caused by quantized CSI on the multiuser diversity gain.
KW - LQ decomposition
KW - Tomlinson-Harashima precoding
KW - random vector quantization
KW - zero-forcing
UR - https://www.webofscience.com/wos/woscc/full-record/WOS:000340845200004
UR - https://openalex.org/W2068639431
UR - https://www.scopus.com/pages/publications/84905014755
U2 - 10.1109/TSP.2014.2336633
DO - 10.1109/TSP.2014.2336633
M3 - Journal Article
SN - 1053-587X
VL - 62
SP - 4077
EP - 4090
JO - IEEE Transactions on Signal Processing
JF - IEEE Transactions on Signal Processing
IS - 16
M1 - 6850064
ER -