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MMSE vector precoding with joint transmitter and receiver design for MIMO systems

机译:带有MIMO系统的发射机和接收机联合设计的MMSE矢量预编码

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摘要

The transmitter side (Tx) vector precoding (VP) shows excellent performance. However, joint transmitter and receiver (Tx-Rx) design might achieve further improvement. In this paper, we propose a novel joint Tx-Rx VP for multiple input multiple output (MIMO) systems. A unitary matrix is used at the receiver to partially equalize the channel. We design the joint Tx—Rx VP with the minimum mean square error (MMSE) criterion and deduce the general closed-form solution. Then we apply several methods including the singular value decomposition, QR decomposition and geometric mean decomposition (GMD) to specify the general joint Tx-Rx VP design. Moreover, by using the extended channel, we achieve an improved scheme to obtain further performance gain. Simulation results show that the specification with GMD method outperforms the other specifications and the Tx MMSE VP. The improved joint Tx-Rx MMSE VP with GMD is superior to other MMSE VP schemes.
机译:发射机侧(Tx)矢量预编码(VP)显示出出色的性能。但是,联合发送器和接收器(Tx-Rx)设计可能会实现进一步的改进。在本文中,我们为多输入多输出(MIMO)系统提出了一种新颖的联合Tx-Rx VP。接收机使用矩阵来部分均衡信道。我们以最小均方误差(MMSE)准则设计联合Tx-Rx VP,并推导了一般的封闭形式解。然后,我们应用了包括奇异值分解,QR分解和几何均值分解(GMD)在内的几种方法来指定通用的Tx-Rx VP设计。此外,通过使用扩展的通道,我们实现了一种改进的方案以获得进一步的性能增益。仿真结果表明,采用GMD方法的规范要优于其他规范和Tx MMSE VP。具有GMD的改进的联合Tx-Rx MMSE VP优于其他MMSE VP方案。

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