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A performance analysis on packet scheduling schemes based on an exponential rule for real-time traffic in LTE

机译:LTE中基于指数规则的实时业务分组调度方案的性能分析

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Long-Term Evolution (LTE) was implemented to fulfill and satisfy users’ needs as well as their demands for an improvised, fast and efficient Quality of service (QoS). A minimal aggregate of waiting time in return would give users a better Quality of experience (QoE). Real-time service packet scheduling is an important process in allocating resources to users. An efficient packet scheduling scheme will be able to cater fairly and efficiently to its users in the LTE network. Hence, studies are performed focusing on real-time traffic which includes video as well as Voice over Internet Protocol (VoIP) transmissions. In this work, the existing exponential rule (EXP rule) is utilized to benchmark our proposed packet scheduling techniques so that we are able to further evaluate the scheduling performance. In response to the increasing likelihood of losing packets in the EXP rule’s algorithm and maximizing the throughput rate, several schemes have been experimented with. The proposed schemes include 1) simplified EXP rule (sEXP Rule), 2) modified EXP rule (mEXP Rule), 3) EXP rule with maximum throughput (MT) (EXP_MT Rule), and 4) enhanced EXP rule with MT (E2M). By adding MT as a weight to the EXP rule, the throughput is maximized, thus providing higher throughput rates for real-time and non-real-time traffic. The simulation results show that the sEXP rule has a better performance in throughput, packet loss rate (PLR), and spectral efficiency for video traffic. Aside from this, our proposed E2M rule performs better than the benchmark EXP rule and outperforms the other proposed schemes, as well. It is observed that the E2M rule has better QoS support for real-time transmission in terms of delay, packet loss, throughput and spectral efficiency, within the LTE network. Hence, our proposed E2M rule is an enhancement of the benchmark EXP rule, which is commonly used in LTE packet scheduling. Keywords Downlink Scheduler LTE network Quality of service Exponential function Real-time transmission
机译:实施长期演进(LTE)可以满足和满足用户的需求以及他们对即兴,快速和高效的服务质量(QoS)的需求。最小的等待时间总和将为用户带来更好的体验质量(QoE)。实时服务分组调度是向用户分配资源的重要过程。有效的分组调度方案将能够公平有效地迎合LTE网络中的用户。因此,针对实时流量进行了研究,实时流量包括视频以及互联网协议语音(VoIP)传输。在这项工作中,利用现有的指数规则(EXP规则)对我们提出的数据包调度技术进行基准测试,以便我们能够进一步评估调度性能。为了应对EXP规则算法中丢失数据包并提高吞吐率的可能性越来越大,已经尝试了几种方案。提议的方案包括1)简化的EXP规则(sEXP规则),2)修改的EXP规则(mEXP规则),3)具有最大吞吐量(MT)的EXP规则(EXP_MT规则)和4)带有MT的增强EXP规则(E2M) 。通过将MT作为权重添加到EXP规则,可以最大化吞吐量,从而为实时和非实时流量提供更高的吞吐率。仿真结果表明,sEXP规则在吞吐量,丢包率(PLR)和视频流量的频谱效率方面具有更好的性能。除此之外,我们提出的E2M规则的性能优于基准EXP规则,并且也优于其他提议的方案。可以看出,在LTE网络中,E2M规则在延迟,丢包,吞吐量和频谱效率方面对实时传输具有更好的QoS支持。因此,我们提出的E2M规则是对基准EXP规则的增强,该规则通常在LTE数据包调度中使用。下行调度器LTE网络服务质量指数函数实时传输

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