机会目标SINR设置为MIMO广播信道

Norbert Reider, Gábor Fodor, A. Rácz
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引用次数: 8

摘要

多输入多输出(MIMO)广播信道的总容量可以通过称为块对角化(BD)的线性预编码技术及其最近的扩展来解决,该技术可以考虑小区内和小区外的干扰。本文研究了基于BD预编码的MIMO广播信道在容量约束下的发射功率最小化问题(功率控制问题)和在功率约束下的信息总速率最大化问题(容量问题)。与以前的工作不同,我们没有假设为每个用户规定最小信噪比(SINR)值,而是对用户的SINR施加公平约束。我们的方法保留了优化SINR目标的自由度(在两个问题中),因此它可以提高系统性能。利用增广拉格朗日罚函数(ALPF)方法分别求解了约束非凸优化问题,并研究了不同公平性约束对可实现的最大和速率或最小传输功率的影响。结果表明,带目标信噪比选择的双相控阵是解决功率控制和容量问题的一种很有前途的方法。
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Opportunistic target SINR setting for the MIMO broadcast channel
The sum capacity of the multiple input multiple output (MIMO) broadcast channel can be approached by a linear precoding technique called block diagonalization (BD) and by its recent extension that accounts for both in-cell and other-cell interference. In this paper we consider the problem of minimizing the transmitted power subject to a capacity constraint (the power control problem) and maximizing the sum information rate subject to a power constraint (the capacity problem) for the MIMO broadcast channel using BD precoding. Unlike previous works, we do not assume that a minimum signal-to-interference-plus-noise ratio (SINR) value is prescribed for each user but impose a fairness constraint on the user SINRs. Our approach preserves the degree of freedom of optimizing the SINR targets (in both problems) and thereby it allows to improve the system performance. We use the Augmented Lagrangian Penalty Function (ALPF) method to solve the respective constrained non-convex optimization problems and study the impact of different fairness constraints on the achievable maximum sum rate or minimum transmitted power. We find that BD with target SINR selection is a promising technique for the power control as well as the capacity problem.
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