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Joint Source and Relay Precoding Designs for MIMO Two-Way Relaying Based on MSE Criterion

机译:基于MSE准则的MIMO双向中继源和中继联合预编码设计

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摘要

Properly designed precoders can significantly improve the spectral efficiency of multiple-input multiple-output (MIMO) relay systems. In this paper, we investigate joint source and relay precoding design based on the mean-square-error (MSE) criterion in MIMO two-way relay systems, where two multiantenna source nodes exchange information via a multiantenna amplify-and-forward relay node. This problem is non-convex and its optimal solution remains unsolved. Aiming to find an efficient way to solve the problem, we first decouple the primal problem into three tractable subproblems, and then propose an iterative precoding design algorithm based on alternating optimization. The solution to each subproblem is optimal and unique, thus the convergence of the iterative algorithm is guaranteed. Second, we propose a structured precoding design to lower the computational complexity. The proposed precoding structure is able to parallelize the channels in the multiple access (MAC) phase and broadcast (BC) phase. It thus reduces the precoding design to a simple power allocation problem. Last, for the special case where only a single data stream is transmitted from each source node, we present a source-antenna-selection (SAS)-based precoding design algorithm. This algorithm selects only one antenna for transmission from each source and thus requires lower signalling overhead. Comprehensive simulation is conducted to evaluate the effectiveness of all the proposed precoding designs.
机译:正确设计的预编码器可以显着提高多输入多输出(MIMO)中继系统的频谱效率。在本文中,我们研究了基于MIMO双向中继系统中均方误差(MSE)准则的联合源和中继预编码设计,其中两个多天线源节点通过一个多天线放大转发中继节点交换信息。该问题是非凸的,其最佳解决方案仍未解决。为了找到一种有效的方法来解决该问题,我们首先将原始问题分解为三个可处理的子问题,然后提出一种基于交替优化的迭代预编码设计算法。每个子问题的解决方案都是最优且唯一的,因此可以保证迭代算法的收敛性。其次,我们提出一种结构化的预编码设计,以降低计算复杂度。所提出的预编码结构能够在多址(MAC)阶段和广播(BC)阶段并行化信道。因此,它将预编码设计简化为简单的功率分配问题。最后,对于从每个源节点仅发送单个数据流的特殊情况,我们提出了一种基于源天线选择(SAS)的预编码设计算法。该算法仅选择一个天线从每个源进行传输,因此需要较低的信令开销。进行了全面的仿真,以评估所有建议的预编码设计的有效性。

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