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Generalized Beamspace Modulation for mmWave MIMO

机译:mmWave MIMO的通用波束空间调制

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As a recently emerging technology, index-based modulation (IBM) has been attracting increasing research interests for its improved bit error rate (BER) performance and power efficiency. At present, the applications of two typical schemes named spatial modulation (SM) and subcarrier index modulation (IM), as well as their variants are introduced to microwave systems. To make IBM applicable in mmWave systems, the special properties of channel environments and system architectures should be taken into account. In this paper, we present a novel IBM scheme termed as generalized beamspace modulation (GBM) for mmWave beamspace multiple-input multiple-output (MIMO) systems. Unlike the frequency or spatial domain in which the existing IBM schemes are typically performed, GBM is implemented in the beamspace. To achieve near- optimal BER performance in GBM systems, a general effective beamspace channel (EBC) optimization method is derived based on the minimum asymptotic pairwise error probability (APEP) criterion. The optimal maximum-likelihood (ML) detector and the lowcomplexity detector are both provided. Thanks to our proposed GBM scheme, the BER performance can be noticeably enhanced compared to plain mmWave systems, with a smaller number of active frequency chains are used during transmission.
机译:作为一种新兴技术,基于索引的调制(IBM)由于其改善的误码率(BER)性能和功率效率而吸引了越来越多的研究兴趣。目前,将两种典型方案称为空间调制(SM)和副载波索引调制(IM)的应用及其变体引入微波系统。为了使IBM适用于mmWave系统,应考虑通道环境和系统体系结构的特殊属性。在本文中,我们提出了一种新颖的IBM方案,称为mmWave波束空间多输入多输出(MIMO)系统的广义波束空间调制(GBM)。与通常在其中执行现有IBM方案的频域或空间域不同,GBM在波束空间中实现。为了在GBM系统中实现近乎最佳的BER性能,基于最小渐近成对错误概率(APEP)准则,推导了一种通用的有效波束空间信道(EBC)优化方法。都提供了最佳的最大似然(ML)检测器和低复杂度检测器。多亏了我们提出的GBM方案,与普通mmWave系统相比,BER性能得以显着提高,并且在传输过程中使用了较少数量的活动频率链。

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