Radio resource scheduling for low-latency communications in LTE and beyond

E. Khorov, A. Krasilov, A. Malyshev
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引用次数: 10

Abstract

In this paper, we consider the problem of radio resource scheduling for Industrial Internet and Tactile Internet. Both paradigms — being revolutionary drivers of 5G — are tightly connected with low-latency communications (i.e. latency of the order of 10 ms or even less). We give an original mathematical statement of the radio resource scheduling problem and propose a novel algorithm which solves this problem using the dynamic programming method. With simulations we show that the proposed algorithm outperforms ones found in literature both in terms of goodput (i.e. the amount of data delivered to users within delay budget) and number of users with satisfied QoS requirements. Finally, we discuss how the developed algorithm can be implemented in real networking equipment.
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LTE及以后低延迟通信的无线电资源调度
本文研究了工业互联网和触觉互联网的无线资源调度问题。这两种范式都是5G的革命性驱动因素,它们与低延迟通信(即10毫秒甚至更短的延迟)紧密相连。给出了无线电资源调度问题的原始数学表述,并提出了一种利用动态规划方法求解该问题的新算法。通过模拟,我们表明所提出的算法在goodput(即在延迟预算内传递给用户的数据量)和满足QoS要求的用户数量方面都优于文献中发现的算法。最后,我们讨论了如何在实际网络设备中实现所开发的算法。
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