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Low Complexity MIMO Detection Based on the Slowest Descent Method

机译:基于最慢下降法的低复杂度MIMO检测

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摘要

This contribution presents a novel multiple-input multiple-output (MIMO) detection scheme for quadrature amplitude modulation (QAM). The proposed method is based on the slowest descent (SD) method and is suitable for both iterative and non-iterative detectors. Similar to other low-complexity detection schemes, such as sphere decoding;, the new SD approach restricts the maximization/marginalization to a small set of candidate vectors. Simulation results indicate that the method achieves a close-to-optimal performance, with a complexity that scales only linearly with the number of transmit antennas
机译:该贡献提出了一种用于正交幅度调制(QAM)的新颖的多输入多输出(MIMO)检测方案。所提出的方法基于最慢下降(SD)方法,适用于迭代和非迭代检测器。与其他低复杂度检测方案(例如球面解码)相似,新的SD方法将最大化/边缘化限制为一小部分候选矢量。仿真结果表明,该方法实现了接近最佳的性能,其复杂度仅与发射天线的数量成线性比例

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