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Joint precoding and transmit antenna selection with power allocation in multiuser MIMO systems under limited feedback

机译:在有限反馈下的多用户MIMO系统中的电力分配联合预编码和传输天线选择

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This paper considers a joint quantized precoding and transmit antenna selection with power allocation problem in the downlink of multiuser multi-input multi-output (MIMO) systems with limited feedback. Our objective is to maximize the capacity, which leads to a mixed integer programming (MIP) problem. To resolve this complicated MIP problem with reasonable cost, we propose a new heterogeneous genetic algorithm (HGA), where each chromosome is divided into a bit string for precoding vector selection, an integer string for transmit antenna selection, and a real number string for power allocation. In addition, new crossover and mutation operations are employed to accommodate these new chromosomes. Conducted simulations show that the proposed HGA provides superior performance compared with previous works.
机译:本文考虑了具有有限反馈的多用户多输入多输出(MIMO)系统的下行链路中的电力分配问题的接头量化预编码和传输天线选择。我们的目标是最大化容量,这导致混合整数编程(MIP)问题。要以合理的成本解决此复杂的MIP问题,我们提出了一种新的异构遗传算法(HGA),其中每个染色体被分成用于预编码矢量选择的位串,用于传输天线选择的整数字符串,以及功率的实数字符串分配。此外,采用新的交叉和突变操作来适应这些新染色体。进行了模拟表明,与以前的作品相比,建议的HGA提供了卓越的性能。

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