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Throughput Enhancement with Hardware Accelerated Resource Scheduler in Low-Latency 5G Systems

机译:低延迟5G系统中硬件加速资源调度器的吞吐量增强

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This paper discusses a throughput enhancement technique for a coordinated radio-resource scheduler with a hardware accelerator in low-latency 5G mobile communications systems. In these 5G systems, the scheduler will have to search for the optimal combination of antennas and mobile terminals (MTs) from a huge number of possibilities within a sub-millisecond scheduling period. Without increasing the computational resource, it would be difficult to obtain the optimal combination when the number of accommodated MTs is large. To overcome this issue, the system throughput enhancement technique dynamically controls the search space on the basis of the number of MTs. This enables the scheduler to quickly approach the optimal combination under the computational resource constraint. Simulated results revealed that the scheduler with a hardware accelerator of 15.1 Mgates can search for the optimal combination that achieves higher system throughput within a 0.2-ms scheduling period. By dynamically controlling the search space, the scheduler performs effectively regardless of the number of MTs. The new scheduler will enable a practical future low-latency 5G system.
机译:本文讨论了在低延迟5G移动通信系统中具有硬件加速器的协调无线电资源调度器的吞吐量增强技术。在这些5G系统中,调度器将必须从子毫秒调度周期内的大量可能性搜索天线和移动终端(MTS)的最佳组合。在不增加计算资源的情况下,当容纳的MT的数量大时,难以获得最佳组合。为了克服这个问题,系统吞吐量增强技术基于MT的数量动态控制搜索空间。这使得调度程序能够在计算资源约束下快速接近最佳组合。模拟结果表明,具有15.1 mgates的硬件加速器的调度器可以搜索在0.2-ms调度周期内实现更高系统吞吐量的最佳组合。通过动态地控制搜索空间,不管MT的数量如何,调度程序会有效地执行。新的调度程序将启用实际的未来低延迟5G系统。

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