基于MMSE接收机的频率选择MIMO系统遍历容量的渐近方法

Cédric Artigue, P. Loubaton, B. Mouhouche
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引用次数: 6

摘要

本文研究了在接收端信道状态信息已知、发送端信道抽头二阶统计量已知的情况下,配备MMSE接收机的频率选择MIMO系统的遍历容量。由于该容量的表达式比较复杂,难以分析,所以在发射天线数和接收天线数以相同速率收敛到+ 0的情况下进行研究。在这种渐近状态下,本文的主要结果与在发射天线相关的情况下设计最优预编码器有关。结果表明,最优预编码器的左奇异特征向量与信道分插传输协方差矩阵的均值特征向量重合,其奇异值是某最大化问题的解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On the Ergodic Capacity of Frequency Selective MIMO Systems Equipped with MMSE Receivers: An Asymptotic Approach
This paper is devoted to the study of the ergodic capacity of frequency selective MIMO systems equipped with a MMSE receiver when the channel state information is available at the receiver side and when the second order statistics of the channel taps are known at the transmitter side. As the expression of this capacity is rather complicated and difficult to analyse, it is studied in the case where the number of transmit and receive antennas converge to +oo at the same rate. In this asymptotic regime, the main results of the paper are related to the design of an optimal precoder in the case where the transmit antennas are correlated. It is shown that the left singular eigenvectors of the optimum precoder coincide with the eigenvectors of the mean of the channel taps transmit covariance matrices, and its singular values are solution of a certain maximization problem.
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