LTE网络延迟调度耦合博弈论资源分配方案

Salman Ali, M. Zeeshan
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引用次数: 16

摘要

LTE标准定义了具有粒度要求的类,以便提供具有快速连接和高数据速率的QoS。LTE的基本Release-8和随后的修改没有指定任何调度算法,这使得提高用户满意度的任务更加困难。在我们的工作中,我们提出了一种基于博弈论的两级调度器,该调度器公平地在类之间分配资源,然后实现基于延迟的调度器,以满足LTE类严格的延迟预算要求。利用议价合作博弈,通过shape函数公平分配物理资源块,形成不同阶层流之间的联盟。基于延迟的调度器检查并比较服务类中的用户数据包延迟,以便利用最近用户报告的信道条件在下行链路中做出调度决策。用丢包率、吞吐量、公平指数和系统延迟等关键性能矩阵进行的仿真结果证明,与指数规则、比例公平和M-LWDF算法相比,所提出的方法是有效的,并且验证了它在支持实时和非实时流量方面的有效性。
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A Delay-Scheduler Coupled Game Theoretic Resource Allocation Scheme for LTE Networks
LTE standard defines classes with granular requirements in order to provide QoS with fast connectivity and high data rates. The basic Release-8 of LTE and the subsequent modifications do not specify any scheduling algorithm making the task of improving user satisfaction more difficult. In our work, we proposed a two-level scheduler with game theoretic application that distributes resources among classes with fairness and then implements a delay based scheduler to satisfy the strict levels of delay budget requirements of LTE classes. A coalition is formed between different class flows by use of bargaining cooperative game that allows for distribution of physical resource blocks in a fair manner via Shapely function. The delay based scheduler checks and compares users packet delay in a service class to make scheduling decisions in the downlink utilizing recent user reported channel conditions. Simulation results carried out with key performance matrices like packet loss ratio, throughput, fairness index and system delay prove the effectiveness of the proposed approach as compared to Exponential Rule, Proportional Fair and M-LWDF algorithms and its usefulness for supporting both real time and non-real time traffic is verified.
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