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Fully Pipelined Implementation of Tree-Search Algorithms for Vector Precoding

机译:用于向量预编码的树搜索算法的完全流水线实现

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The nonlinear vector precoding (VP) technique has been proven to achieve close-to-capacity performance in multiuser multiple-input multiple-output (MIMO) downlink channels. The performance benefit with respect to its linear counterparts stems from the incorporation of a perturbation signal that reduces the power of the precoded signal. The computation of this perturbation element, which is known to belong in the class of NP-hard problems, is the main aspect that hinders the hardware implementation of VP systems. To this respect, several tree-search algorithms have been proposed for the closest-point lattice search problem in VP systems hitherto. Nevertheless, the optimality of these algorithms has been assessed mainly in terms of error-rate performance and computational complexity, leaving the hardware cost of their implementation an open issue. The parallel data-processing capabilities of field-programmable gate arrays (FPGA) and the loopless nature of the proposed tree-search algorithms have enabled an efficient hardware implementation of a VP system that provides a very high data-processing throughput.
机译:非线性矢量预编码(VP)技术已被证明可在多用户多输入多输出(MIMO)下行链路信道中实现接近容量的性能。相对于其线性对应物的性能优势来自于扰动信号的合并,该扰动信号降低了预编码信号的功率。已知属于NP难问题类别的这种摄动元素的计算是阻碍VP系统的硬件实现的主要方面。为此,到目前为止,已经提出了几种针对VP系统中的最近点晶格搜索问题的树搜索算法。然而,这些算法的最优性主要是根据错误率性能和计算复杂性来评估的,这使得实现它们的硬件成本成为一个悬而未决的问题。现场可编程门阵列(FPGA)的并行数据处理能力以及所提出的树形搜索算法的无环特性使得VP系统的高效硬件实现成为可能,该系统可提供非常高的数据处理吞吐量。

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