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Compress-and-Forward Cooperative MIMO Relaying With Full Channel State Information

机译:具有全信道状态信息的压缩转发协作式MIMO中继

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This paper addresses cooperative time division duplex (TDD) relaying in the multiple-antenna case with full channel state information (CSI), i.e., assuming perfect knowledge of all channels. The main focus of the paper is on the compress-and-forward (CF) strategy, for which an achievable rate on the Gaussian MIMO relay channel can be derived by applying distributed vector compression techniques. The processing at the CF relay consists in a conditional Karhunen-LoÈve transform (CKLT) followed by a separate Wyner-Ziv (WZ) coding of each output stream at a different rate. The paper provides a simple analytical expression for the optimum WZ coding rates, and also proposes an iterative procedure to perform this optimization jointly with that of the transmit covariance matrices at the source and relay. The multiple access channel (MAC) formed by the source and relay transmitting simultaneously to the destination is considered, and it is shown that an optimal decoding order exists at least in the single-antenna case. We discuss the extension to MIMO-OFDM, as well as practical source coding implementation. The CF achievable rates are benchmarked with other upper and lower bounds on capacity. Simulation results show that CF can outperform decode-and-forward (DF) and approach capacity for realistic SNR values, which validates the performance of the proposed optimization procedure.
机译:本文提出了在具有完整信道状态信息(CSI)的多天线情况下的协作时分双工(TDD)中继,即假设所有信道的知识都非常完善。本文的主要重点是压缩和转发(CF)策略,通过应用分布式矢量压缩技术,可以推导出高斯MIMO中继信道上可达到的速率。 CF中继的处理包括条件Karhunen-LoÈve变换(CKLT),然后以不同的速率对每个输出流进行单独的Wyner-Ziv(WZ)编码。本文为最佳WZ编码率提供了一个简单的解析表达式,并提出了一种迭代方法,与源和中继处的传输协方差矩阵一起执行此优化。考虑了由源和中继同时发送到目的地而形成的多路访问信道(MAC),并且示出了至少在单天线情况下存在最优解码顺序。我们讨论了MIMO-OFDM的扩展以及实际的源代码编码实现。 CF可达到的速率以容量的其他上限和下限为基准。仿真结果表明,CF可以胜过解码和转发(DF)并逼近实际SNR值的能力,这证明了所提出的优化程序的性能。

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