Maximum likelihood detection in spatial multiplexing with FBMC

R. Zakaria, D. L. Ruyet, M. Bellanger
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引用次数: 64

Abstract

In FBMC transmission systems, the bit rate is maximized when OQAM modulation is employed. One of the characteristics of this modulation is that the received data symbols are accompanied by interference terms, which complicates the application of ML techniques in optimal decoders. Two approaches are proposed to cope with this situation. The first one exploits the MMSE estimation of the interference terms and it introduces no additional delay. In the second one, the interference terms are calculated from past, present and future data symbols, either already decided or estimated. The gains provided by these approaches, with respect to MMSE, are assessed and illustrated by simulation.
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基于FBMC的空间复用最大似然检测
在FBMC传输系统中,采用OQAM调制可以使比特率最大化。这种调制的特点之一是接收到的数据符号伴随着干扰项,这使得机器学习技术在最佳解码器中的应用变得复杂。提出了两种方法来应对这种情况。第一种方法利用干扰项的MMSE估计,不引入额外的延迟。在第二种方法中,从过去、现在和未来的数据符号计算干扰项,这些符号要么已经确定,要么已经估计。这些方法提供的增益,相对于MMSE,通过模拟进行评估和说明。
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