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基于鞅论的高效QoS保障算法

Efficient QoS Guarantee Algorithm Based on Martingale Theory

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【作者】 籍风磊梁楠闫晓明胡一诺迟学芬

【Author】 JI Fenglei;LIANG Nan;YAN Xiaoming;HU Yinuo;CHI Xuefen;College of Communication Engineering,Jilin University;Public Computer Teaching and Research Center,Jilin University;

【机构】 吉林大学通信工程学院吉林大学公共计算机教学与研究中心

【摘要】 为挖掘除时延界和时延界违反概率的时延相关的QoS(Quality of Service)准则,针对5G网络中突发型时延敏感业务,提出了一种新的统计时延QoS度量方法——超时的平均停时。基于鞅论,研究了平均停时的分析框架,考虑到功率分配和免授权接入对平均停时QoS的影响,研究了ALOHA随机接入网络中每个终端的超时平均停时。最后,提出了一种新的高能效且提供平均停时QoS保障的ALOHA接入算法。仿真结果表明,算法满足终端的平均停时约束,平滑了时延过程的突发性。

【Abstract】 In order to explore the delay-related QoS(Quality of Service) criteria and to the delay bound and the probability of delay bound violation, a novel delay-QoS metric, time-out average stopping time, is proposed for bursty time-delay sensitive services in 5G networks.The analytical framework of mean stopping time based on martingale theory is studied. Considering the mutual effect between the power allocation and unauthorized access on average stopping time QoS, the timeout average stopping time of each terminal is investigated in ALOHA random access network. Finally, an ALOHA access algorithm with novel energy-efficient and average stopping time QoS guarantee is proposed. Simulation results demonstrate that the proposed algorithm can satisfy the constraint of the average stop time of the terminal and smooth the bursty for the delay process.

【基金】 国家自然科学基金资助项目(62271228);吉林省科技发展计划重点研发基金资助项目(20210201016GX);吉林省自然科学基金资助项目(20220201103JC)
  • 【文献出处】 吉林大学学报(信息科学版) ,Journal of Jilin University(Information Science Edition) , 编辑部邮箱 ,2026年02期
  • 【分类号】TN929.5
  • 【下载频次】9
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