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Linear precoding for finite-alphabet inputs over MIMO interference channels by exploiting SCSI

机译:利用SCSI对MIMO干扰信道上的有限字母输入进行线性预编码

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Based on the assumption of finite alphabet inputs, the precoding design for MIMO interference channels (MIMO-IC) is proposed by exploiting statistical channel state information (SCSI) at the transmitter. Most of the related precoding design relies on Gaussian input assumption instead of discrete constellation symbols. However, the input data consist of discrete constellation symbols in practice, which would inevitably lead to performance loss. Under the finite alphabet inputs, the upper bound of the sum average mutual information is firstly derived. Then, by maximizing this upper bound, the optimal precoding matrices are achieved. Simulation results demonstrate that the proposed precoding design could obtain higher mutual information than the existing schemes (such as the Max-SGINR scheme, D-SVD scheme and BM scheme).
机译:基于有限字母输入的假设,通过在发射机处利用统计信道状态信息(SCSI),提出了MIMO干扰信道(MIMO-IC)的预编码设计。大多数相关的预编码设计都依赖于高斯输入假设,而不是离散的星座符号。然而,输入数据实际上由离散的星座符号组成,这将不可避免地导致性能损失。在有限字母输入下,首先求出求和平均互信息的上限。然后,通过最大化该上限,获得了最佳的预编码矩阵。仿真结果表明,所提出的预编码设计可以获得比现有方案(例如Max-SGINR方案,D-SVD方案和BM方案)更高的互信息。

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