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Enhancement of grouping scheme for dynamic inter-cell interference coordination in massive-terminal 4G system

机译:大规模终端4G系统中动态小区间干扰协调分组方案的增强

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Along with the fast development of the Internet of Things, the number of wireless communication devices increases rapidly in the near future, leading to very high time complexity for interference coordination, hence traditional schemes do not work properly anymore. To solve this problem, grouping scheme was proposed, which largely decreases the time complexity without obviously degrading the average spectral efficiency of the system. In this paper, we first work on the performance evaluation of grouping scheme and focus on the problem that the number of terminals may not be divided exactly by the number of groups. We find that simply dropping the rest terminals causes serious fluctuation of the simulation curves, which undermines the precision of the simulation. Then, we enhance the grouping scheme by carefully dealing with the rest terminals and find that putting the rest terminals into the outer groups with one terminal per group is the best method for the tradeoff between average spectral efficiency and time cost. In the end, we work on the fairness issue and propose an alternated grouping scheme which improve the fairness of the original scheme without degrading the average spectral efficiency.
机译:随着物联网的快速发展,无线通信设备的数量在不久的将来迅速增加,这导致干扰协调的时间复杂度非常高,因此传统方案不再能正常工作。为了解决这个问题,提出了分组方案,该方案在不明显降低系统的平均频谱效率的情况下大大降低了时间复杂度。在本文中,我们首先进行分组方案的性能评估,并着眼于终端数可能无法精确地除以分组数的问题。我们发现,简单地使其余端子掉落会导致仿真曲线出现严重波动,从而降低了仿真的精度。然后,我们通过仔细处理其余终端来增强分组方案,发现将其余终端放入每组一个终端的外部组是在平均频谱效率和时间成本之间进行权衡的最佳方法。最后,我们研究公平性问题,并提出一种替代分组方案,该方案可以在不降低平均频谱效率的情况下提高原始方案的公平性。

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