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Enhanced Transmit-Receive Spatial Modulation for Massive MIMO Systems

机译:增强的传输 - 用于大规模MIMO系统的空间调制

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Receive spatial modulation (RSM) is one of the recently evolved transmission schemes that show an unprecedented decrease in the computational and hardware complexity at the receiver end. In this letter, we propose an enhanced transmit-receive SM (ETRSM) by partitioning the antennas at the transmitter and receiver and by invoking the SM concept across the groups for massive MIMO systems. Moreover, considering the generalized multiple measurement vectors (GMMV), recovery of information from the received signal is modeled as a joint sparse signal recovery problem in the compressive sensing (CS) framework. Besides, we propose a low complexity receiver algorithm, structured generalized orthogonal matching pursuit (sgOMP) GMMV, and present appropriate numerical results to substantiate our ideas.
机译:接收空间调制(RSM)是最近演进的传输方案之一,在接收器端的计算和硬件复杂性中显示出前所未有的减少。 在这封信中,我们通过在发射机和接收器处划分天线并通过调用跨越大规模MIMO系统的组来调用SM概念来提出增强的发送接收SM(ETRSM)。 此外,考虑到广义的多个测量向量(GMMV),从接收信号恢复信息被建模为压缩感测(CS)框架中的关节稀疏信号恢复问题。 此外,我们提出了一种低复杂性接收器算法,结构化广义正交匹配追踪(SGomp)GMMV,并提出适当的数值结果来证实我们的想法。

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