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首页> 外文期刊>IEEE Transactions on Signal Processing >Multi-Stream Transmission for Highly Frequency Selective Channels in MIMO-FBMC/OQAM Systems
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Multi-Stream Transmission for Highly Frequency Selective Channels in MIMO-FBMC/OQAM Systems

机译:MIMO-FBMC / OQAM系统中高频选择信道的多流传输

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This paper addresses the joint design of MIMO precoding and decoding matrices for filter bank multicarrier (FBMC) systems based on OQAM, known as FBMC/OQAM. Existing solutions that support multi-stream transmission only give satisfactory performance in scenarios with high coherence bandwidth channels. To make progress towards the application of FBMC/OQAM to MIMO channels, we study the design of novel solutions that provide robustness against the channel frequency selectivity and support multi-stream transmission. To this end, two techniques have been devised under the criterion of minimizing the sum mean square error. The non-circular nature of the OQAM symbols has not been ignored, making evident the convenience of performing a widely linear processing. The first technique keeps the complexity at a reasonable level but in exchange the original problem is relaxed yielding a suboptimal solution. With the objective of performing closer to the optimum solution, the second option iteratively computes precoders and equalizers by resorting to an alternating optimization method, which is much more complex. We have demonstrated via simulations that the first technique nearly achieves the same results as the iterative design. Simulation results show that the proposed low-complexity solution outperforms existing MIMO-FBMC/OQAM schemes in terms of bit error rate. As for the comparison with OFDM, the numerical results highlight that FBMC/OQAM remains competitive, with and without perfect channel state information, while it provides spectral efficiency gains. Under highly frequency selective channels the proposed technique significantly outperforms OFDM.
机译:本文探讨了基于OQAM的滤波器组多载波(FBMC)系统的MIMO预编码和解码矩阵的联合设计,即FBMC / OQAM。支持多流传输的现有解决方案仅在具有高相干带宽信道的情况下才能提供令人满意的性能。为了使FBMC / OQAM在MIMO信道上的应用取得进展,我们研究了新颖的解决方案的设计,这些解决方案可提供针对信道频率选择性的鲁棒性并支持多流传输。为此,已经在最小化总和均方误差的标准下设计了两种技术。 OQAM符号的非圆形性质未被忽略,这使得执行广泛的线性处理的便利性变得明显。第一种技术将复杂性保持在合理的水平,但是作为交换,原始问题得到了缓解,从而产生了次优的解决方案。为了执行更接近最佳解决方案的目标,第二个选项通过采用更复杂的交替优化方法来迭代地计算预编码器和均衡器。通过仿真,我们证明了第一种技术几乎可以达到与迭代设计相同的结果。仿真结果表明,所提出的低复杂度解决方案在误码率方面优于现有的MIMO-FBMC / OQAM方案。至于与OFDM的比较,数值结果表明,无论有没有完美的信道状态信息,FBMC / OQAM都具有竞争力,同时还能提高频谱效率。在高频选择性信道下,所提出的技术明显优于OFDM。

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