吉林大学学报(信息科学版) ›› 2026, Vol. 44 ›› Issue (2): 233-238.

• •    下一篇

基于鞅论的高效 QoS 保障算法

籍风磊a , 梁 楠b , 闫晓明a , 胡一诺a , 迟学芬a   

  1. 吉林大学 a. 通信工程学院; b. 公共计算机教学与研究中心, 长春 130012
  • 收稿日期:2025-03-06 出版日期:2026-04-14 发布日期:2026-04-14
  • 作者简介:籍风磊(1983- ),男,山东寿光人,吉林大学高级工程师,主要从事通信网络优化及性能分析、可见光成像通信研究,(tel)86-13578922881(E-mail)jifl@jlu.edu.cn。
  • 基金资助:
    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)

Efficient QoS Guarantee Algorithm Based on Martingale Theory

JI Fenglei a , LIANG Nan b , YAN Xiaoming a , HU Yinuo a , CHI Xuefen a   

  1. a. College of Communication Engineering; b. Public Computer Teaching and Research Center, Jilin University, Changchun 130012, China
  • Received:2025-03-06 Online:2026-04-14 Published:2026-04-14

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。

关键词: 随机接入, 鞅论, 停时, 时延 QoS 保障

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.

Key words:

中图分类号: 

  • TN929. 5