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Performance of optimal beamforming with partial channel knowledge in correlated fading

机译:相关衰落下具有部分信道知识的最佳波束成形性能

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Multiple antenna techniques are used to enhance wireless links and therefore have been studied extensively. Many practical systems that differ from ideal schemes have been discussed in the literature. One example is a system that lacks precise channel information at the transmitter. We evaluate analytically the performance of a multiple input multiple output (MIMO) technique that uses partial channel knowledge. Specifically, we analyze a scheme with M transmit antennas and N receive antennas, employing eigenbeamforming at the transmitter and maximal ratio combining (MRC) at the receiver, where the receiver antennas experience correlated fading. We assume that only partial channel matrix is known to the transmitter, specifically only P out of N rows of the channel matrix are known. In addition, the transmitter is endowed with knowledge of the receive channel correlations. We derive the optimal beamformer for a single stream transmission case and show that it is the principal eigenvector of the known channel submatrix and the expected value of the unknown channel submatrix given the known channel. We show that the diversity order of a transmission scheme where such a preceder is used is MP+N−P and further show that increasing the value of P by one increases the diversity order by M − 1. We also derive the array gain for this scheme. We further show that, as expected, the effect of the correlation is only an array gain reduction. All the results are supported by simulations.
机译:多天线技术被用于增强无线链路,因此已经被广泛研究。文献中已经讨论了许多与理想方案不同的实用系统。一个例子是在发射机处缺乏精确的信道信息的系统。我们使用部分信道知识来分析评估多输入多输出(MIMO)技术的性能。具体来说,我们分析了一个具有M个发射天线和N个接收天线的方案,在发射机处采用特征波束成形,在接收机处采用最大比合并(MRC),其中接收机天线会经历相关的衰落。我们假设发射机只知道部分信道矩阵,具体地说,只知道信道矩阵N行中的P行。另外,发射机还具有接收信道相关性的知识。我们推导了单流传输情况下的最佳波束形成器,并表明它是已知信道子矩阵的主要特征向量,是已知信道下未知信道子矩阵的期望值。我们证明了使用这样的优先级的传输方案的分集阶数是MP + NP,并且进一步表明,将P的值增加1会使分集阶数增加M-1。为此,我们还得出了阵列增益。方案。我们进一步证明,正如预期的那样,相关性的影响只是阵列增益的减小。所有结果均受仿真支持。

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