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Complexity Reduced MIMO Interleaved SC-FDMA Receiver with Iterative Detection

机译:具有迭代检测功能的降低复杂度的MIMO交错式SC-FDMA接收机

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In this paper, we propose the receiver structure for Multiple Input Multiple Output (MIMO) Interleaved Single Carrier-Frequency Division Multiple Access (SC-FDMA) where the Frequency Domain Equalization (FDE) is firstly done for obtaining the tentative decision results and secondly using them the Inter-Symbol Interference (ISI) is cancelled by ISI canceller and then the Maximum Likelihood Detection (MLD) is used for separating the spatially multiplexed signals. Furthermore the output from MLD is fed back to ISI canceller repeatedly. In order to reduce the complexity, we replace the MLD by QR Decomposition with M-Algorithm (QRD-M) or Sphere Decoding (SD). Moreover, we add the soft output function to SD using Repeated Tree Search (RTS) algorithm to generate soft replica for ISI cancellation. We also refer to the Single Tree Search (STS) algorithm to further reduce the complexity of RTS. By examining the BER characteristics and the complexity reduction through computer simulations, we have verified the effectiveness of proposed receiver structure.
机译:在本文中,我们提出了一种用于多输入多输出(MIMO)交织的单载波频分多址(SC-FDMA)的接收机结构,其中首先进行频域均衡(FDE)以获取暂定决策结果,其次使用通过ISI消除器消除符号间干扰(ISI),然后使用最大似然检测(MLD)来分离空间复用信号。此外,来自MLD的输出会反复反馈到ISI消除器。为了降低复杂度,我们用M算法(QRD-M)或球面解码(SD)将QR分解替换为MLD。此外,我们使用重复树搜索(RTS)算法将软输出功能添加到SD,以生成用于ISI消除的软副本。我们还参考单树搜索(STS)算法,以进一步降低RTS的复杂性。通过检查BER特性和通过计算机仿真降低复杂度,我们已经验证了所提出的接收器结构的有效性。

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