4G WiMAX和LTE的公平调度实验

J. Zubairi, E. Erdogan, Shaun Reich
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引用次数: 13

摘要

LTE和WiMAX是被称为4G的宽带无线技术。这两种技术都支持各种多媒体应用,如互联网语音协议(VoIP)、视频会议和在线游戏。通常,网络应用需要满足的需求是多种多样的,其中包括服务质量(QoS)。因此,有效的调度对4G系统的整体性能至关重要。无线网络的流量调度算法有很多,如加权公平排队(WFQ)、最早截止优先(EDF)和加权轮循(WRR)等。在这项工作中,分析了基于QoS标准的各种4G网络调度算法。WiMAX混合调度算法(EDF + WFQ + FIFO)对BE用户请求的QoS流量提供严格的优先级。当nrtPS和BE浓度较高时,可能引起饥饿。我们尝试了一种改进的混合算法(MOHSA)来提供更公平的调度。同样,LTE在GBR(1,2)和非GBR(3,4和5)类中具有时域QoS调度。为了保证公平性,我们在LTE的TD调度程序中实现了一种MOHSA的变体。结果表明,公平分配带宽和饥饿避免了BE流量。
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Experiments in fair scheduling in 4G WiMAX and LTE
LTE and WiMAX are broadband wireless technologies recognized as 4G. Both technologies support various multimedia applications such as voice over Internet protocol (VoIP), video conferencing and online gaming. In general, the network applications have diverse requirements to be satisfied including Quality of Service (QoS). Therefore, effective scheduling is critical for overall performance of 4G systems. Many traffic scheduling algorithms are available for wireless networks, e.g. Weighted Fair Queuing (WFQ), Earliest Deadline First (EDF) and Weighted Round Robin (WRR). In this work, an analysis of various scheduling algorithms in 4G networks based on QoS criteria is carried out. The WiMAX hybrid scheduling algorithm (EDF + WFQ + FIFO) provides strict priority to QoS traffic over BE subscriber requests. This may cause starvation when the concentration of nrtPS and BE is high. We have experimented with a modified hybrid algorithm (MOHSA) to provide a more equitable scheduling. Similarly, LTE has time domain QoS scheduling in GBR (1,2) and non-GBR (3,4 and 5) classes. We have implemented a variant of MOHSA in TD scheduler of LTE to ensure fairness. Results indicate a fair allocation of bandwidth and starvation avoidance for BE traffic.
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