JOURNAL ARTICLE

Downlink MMSE Transceiver Optimization for Multiuser MIMO Systems: MMSE Balancing

Shuying ShiMartin SchubertHolger Boche

Year: 2008 Journal:   IEEE Transactions on Signal Processing Vol: 56 (8)Pages: 3702-3712   Publisher: Institute of Electrical and Electronics Engineers

Abstract

We study the problem of mean square error (MSE) transceiver design for point-to-multipoint transmission in multiuser multiple-input-multiple-output (MIMO) systems. We focus on four optimization problems: minimizing the maximum weighted layer-wise or user-wise MSE under a total power constraint; minimizing the total transmit power subject to a set of layer-wise or user-wise MSE requirements. The non-convexity of these problems makes the derivation of globally optimal algorithms very difficult for transceiver design. New optimal power allocation strategies are derived for the problems considered here. Based on the power allocation, we study how this can be used for iterative transceiver optimization. We propose iterative algorithms and prove the monotonic convergence of the algorithms. The major advantages of the proposed algorithms are their low complexity and fast convergence behavior during the first few iterations. The proposed algorithms are suitable not only for downlink transmission, but also for uplink transmission with a total power constraint.

Keywords:
Telecommunications link Minimum mean square error MIMO Computer science Mathematical optimization Transmitter power output Iterative method Transmission (telecommunications) Transceiver Optimization problem Algorithm Convergence (economics) Mathematics Wireless Transmitter Telecommunications Channel (broadcasting) Statistics

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105
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8.56
FWCI (Field Weighted Citation Impact)
38
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0.98
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Citation History

Topics

Advanced MIMO Systems Optimization
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Cooperative Communication and Network Coding
Physical Sciences →  Computer Science →  Computer Networks and Communications
Advanced Wireless Network Optimization
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
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