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A Triply Selective MIMO Channel Simulator Using GPUs

机译:使用GPU的三重选择性MIMO通道模拟器

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摘要

A methodology for implementing a triply selective multiple-input multiple-output (MIMO) simulator based on graphics processing units (GPUs) is presented. The resulting simulator is based on the implementation of multiple double-selective single-input single-output (SISO) channel generators, where the multiple inputs and the multiple received signals have been transformed in order to supply the corresponding space correlation of the channel under consideration. A direct consequence of this approach is the flexibility provided, which allows different propagation statistics to each SISO channel to be specified and thus more complex environments to be replicated. It is shown that under some specific constraints, the statistics of the triply selective MIMO simulator are the same as those reported in the state of art. Simulation results show the computational time improvement achieved, up to 650-fold for an 8 8 MIMO channel simulator when compared with sequential implementations. In addition to the computational improvement, the proposed simulator offers flexibility for testing a variety of scenarios in vehicle-to-vehicle (V2V) and vehicle-to-infrastructure (V2I) systems.
机译:提出了一种基于图形处理单元(GPU)实现三重选择性多输入多输出(MIMO)模拟器的方法。生成的模拟器基于多个双选择单输入单输出(SISO)通道生成器的实现,其中多个输入和多个接收信号已进行转换,以提供所考虑通道的相应空间相关性。这种方法的直接结果是提供了灵活性,它允许指定到每个SISO通道的不同传播统计信息,从而可以复制更复杂的环境。结果表明,在某些特定约束下,三重选择性MIMO仿真器的统计数据与现有技术中报告的统计数据相同。仿真结果表明,与顺序实现相比,8 8 MIMO信道模拟器的计算时间缩短了650倍。除了计算上的改进外,拟议的模拟器还提供了灵活性,可以测试车辆到车辆(V2V)和车辆到基础设施(V2I)系统中的各种情况。

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