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Trellis coded modulation with pseudo distance in overloaded MIMO OFDM with sphere decoding

机译:具有球面解码的过载MIMO OFDM中具有伪距离的网格编码调制

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Efficient detection schemes for an overloaded multiple-input multiple-output (MIMO) system has been investigated recently. In previous literature, it has been shown that trellis coded modulation (TCM) can enhance system capability to separate signal streams at detection process in MIMO systems. However, the computational complexity remains high as a maximum likelihood detection (MLD) algorithm is used in the scheme. Thus, a sphere decoding (SD) algorithm with a pseudo distance (PD) is proposed in this paper. It is shown that the proposed scheme can reduce the number of distance calculations by about 98% for the transmission of 3 signal streams. In addition, the proposed scheme improves the bit error performance by about 2dB at the bit error rate of 10−2.
机译:最近已经研究了过载的多输入多输出(MIMO)系统的有效检测方案。在先前的文献中,已经表明网格编码调制(TCM)可以增强系统在MIMO系统中的检测过程中分离信号流的能力。但是,由于在该方案中使用了最大似然检测(MLD)算法,因此计算复杂度仍然很高。因此,本文提出了一种具有伪距离(PD)的球面解码(SD)算法。结果表明,对于3个信号流的传输,该方案可以将距离计算的数量减少约98%。另外,该方案在误码率为10 -2 的情况下将误码性能提高了约2dB。

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