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Performance Analysis of Linear Receivers for Uplink Massive MIMO FBMC-OQAM Systems

机译:上行链路大规模MIMO FBMC-OQAM系统线性接收机性能分析

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摘要

Offset-quadratic-amplitude-modulation-based filter-bank multicarrier (FBMC-OQAM) has been shown to be a promising alternative to cyclic prefix-orthogonal frequency division multiplexing. More recently, the use of FBMC-OQAM has been proposed in combination with massive MIMO communications. In this context, it is interesting to study the overall effect of massive MIMO on the FBMC-OQAM intrinsic interference and its interaction with channel frequency selectivity. In this paper, the performance of an FBMC-OQAM uplink massive MIMO system is theoretically characterized in terms of the output mean squared error (MSE) of the estimated transmitted symbols and for three types of linear receivers, namely, zero forcer, linear minimum mean squared error, and matched filter. Using random matrix theory, the output MSE of these receivers is asymptotically characterized as the number of base station antennas N and the number of users K grow large, while keeping a finite ratio N/K. The obtained expressions allow to draw many conclusions, some of which were already noticed in the literature but not yet theoretically proven. First, the MSE becomes uniform across the frequency band as a result of the channel hardening effect. Second, it is shown that a good synchronization of the users is crucial in a massive MIMO scenario. Finally, if the users are well synchronized, the different terms that compose the MSE, such as noise, interuser interference, and the distortion caused by the channel frequency selectivity, become negligible for large values of the ratio N/K. This effect was previously referred to as "self-equalization" in the literature.
机译:基于偏移二次幅度调制的滤波器组多载波 (FBMC-OQAM) 已被证明是循环前缀正交频分复用的有前途的替代方案。最近,FBMC-OQAM被提议与大规模MIMO通信结合使用。在此背景下,研究大规模MIMO对FBMC-OQAM本征干扰的总体影响及其与信道频率选择性的交互作用是很有意思的。该文从理论上表征了FBMC-OQAM上行大规模MIMO系统的性能,包括估计发射符号的输出均方误差(MSE)和3种线性接收机,即零强制器、线性最小均方误差和匹配滤波器。利用随机矩阵理论,这些接收机的输出MSE被渐近地表征为基站天线数N和用户数K变大,同时保持有限比值N/K。所获得的表达式可以得出许多结论,其中一些已经在文献中被注意到,但尚未得到理论证明。首先,由于信道硬化效应,MSE在整个频段上变得均匀。其次,表明在大规模MIMO场景中,用户之间的良好同步至关重要。最后,如果用户同步良好,则构成MSE的不同术语(如噪声、用户间干扰和信道频率选择性引起的失真)对于较大的N/K比值可以忽略不计。这种效应以前在文献中被称为“自我均衡”。

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