Title :
Weighted Sum Capacity Maximization Using a Modified Leakage-Based Transmit Filter Design
Author :
Patcharamaneepakorn, P. ; Doufexi, Angela ; Armour, Simon M. D.
Author_Institution :
Centre for Commun. Res., Univ. of Bristol, Bristol, UK
Abstract :
This paper proposes a linear transmit filter design to maximize weighted sum capacity (WSC) in multiuser multiple-input-multiple-output (MU-MIMO) systems. The proposed scheme is based on a modified signal-to-leakage-plus-noise ratio (SLNR) criterion, which integrates receiver structures and power allocations into the precoder design and can efficiently exploit unused receiver subspaces. Based on the proposed transmitter (TX) design with receive matched filters (MFs), the WSC maximization problem can be simplified to power-allocation and data-stream selection problems. A power-allocation algorithm for finding a local optimal solution is also proposed and is shown to be obtained by the iteration of closed-form water-filling (WF) solutions. Furthermore, a low-complexity user and substream selection is proposed as an alternative solution to maximize WSC. Simulation results show that the proposed algorithms outperform the conventional scheme and achieve comparable performance to a joint transceiver design, despite requiring simpler receiver structures.
Keywords :
MIMO communication; iterative methods; matched filters; radio transceivers; MU-MIMO systems; WSC maximization problem; closed-form water-filling solution iteration; data-stream selection problems; joint transceiver design; linear transmit filter design; low-complexity user; matched filters; modified SLNR criterion; modified leakage-based transmit filter design; modified signal-to-leakage-plus-noise ratio criterion; multiuser multiple-input-multiple-output systems; power-allocation algorithm; power-allocation problems; substream selection; unused receiver subspaces; weighted sum capacity maximization; Algorithm design and analysis; Channel estimation; Receiving antennas; Resource management; Transceivers; Vectors; Iterative water filling (WF); linear precoding; multiuser multiple-input multiple-output (MIMO); signal-to-leakage-plus-noise ratio (SLNR); user selection;
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2012.2230202