基于MMSE准则的放大转发中继系统联合源/中继预编码器设计

F. Tseng, Wen-Rong Wu, Jwo-Yuh Wu
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引用次数: 7

摘要

本文研究了在放大转发(AF)协同通信系统中,在源、中继和目的地均配置多天线的联合源/中继预编码器设计问题。现有的解决方案只考虑中继链路,因此没有充分利用所有可用的链路资源。利用最小均方误差(MMSE)准则,我们提出了一种联合预编码器设计方法,同时考虑了直接链路和中继链路。结果表明,MMSE是预编码器矩阵的高度非线性函数,直接最小化是不可行的。为了便于分析,我们建议将预编码器设计为首先对角化中继链路的MSE矩阵。这对两个预编码器施加了一定的结构约束,使我们能够推导出解析上可处理的MSE上限。通过对该上界进行最小化处理,可采用迭代充水法求解。仿真结果表明,该设计能显著提高MIMO自动对焦协同系统的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Joint Source/Relay Precoder Design in Amplify-and-Forward Relay Systems Using an MMSE Criterion
This paper addresses the joint source/relay precoder design problem in amplify-and-forward (AF) cooperative communication systems where multiple antennas are equipped at the source, the relay, and the destination. Existing solutions to the problem only consider the relay link and, thus, do not fully exploit all the available link resource. Using a minimum-mean-squared-error (MMSE) criterion, we propose a joint precoder design method, taking both the direct and relay links into account. It is shown that the MMSE is a highly nonlinear function of the precoder matrices, and a direct minimization is not feasible. To facilitate analysis, we propose to design the precoders toward first diagonalizing the MSE matrix of the relay link. This imposes certain structural constraints on both precoders that allow us to derive an analytically tractable MSE upper bound. By conducting minimization with respect to this upper bound, the solution can be obtained by an iterative waterfilling technique. Simulations show that the proposed design can significantly enhance the performance of MIMO AF cooperative systems.
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