Intelligent Active Queue Management for Stabilized QoS Guarantees in 5G Mobile Networks

被引:19
|
作者
Jung, Soyi [1 ]
Kim, Joongheon [2 ]
Kim, Jae-Hyun [1 ]
机构
[1] Ajou Univ, Dept Elect & Comp Engn, Suwon 16499, South Korea
[2] Korea Univ, Sch Elect Engn, Seoul 02841, South Korea
来源
IEEE SYSTEMS JOURNAL | 2021年 / 15卷 / 03期
关键词
5G; active queue management (AQM); controlled delay (CoDel); quality of service (QoS);
D O I
10.1109/JSYST.2020.3014231
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The fifth-generation (5G) new radio standard defines various functions for forwarding treatments under differentiated quality of services requirements. In particular, a gNB base station helps combat overbuffering due to massive packet flows from associated mobile devices. Several active queue management (AQM) schemes have been proposed previously, with controlled delay (CoDel) proving to be an efficient method that can properly handle excessive buffering, that is called bufferbloat. This article proposes a novel and enhanced AQM scheme based on CoDel for gNB that guarantees low queuing delays, minimizes packet drop rate, and furthermore stabilizes the built-in queue. According to data-intensive performance evaluation results, the proposed scheme verifies that the queuing delay for served packets are decreased and supports ultrareliable low latency communication applications. Especially, the proposed algorithm achieves the packet drop rates and queuing delays tradeoff as [O(1/V), O(V)] where V is a tradeoff parameter; providing efficient control decisions to improve performance in terms of time-average packet drop rate minimization subject to queue stability on demand in 5G mobile system.
引用
收藏
页码:4293 / 4302
页数:10
相关论文
共 50 条
  • [31] Signaling and QoS guarantees in mobile ad hoc networks
    Yeh, CH
    Mouftah, HT
    Hassanein, H
    2002 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, VOLS 1-5, CONFERENCE PROCEEDINGS, 2002, : 3284 - 3290
  • [32] Intelligent Resource Management for eMBB and URLLC in 5G and Beyond Wireless Networks
    Sohaib, Rana M.
    Onireti, Oluwakayode
    Sambo, Yusuf
    Swash, Rafiq
    Ansari, Shuja
    Imran, Muhammad A.
    IEEE ACCESS, 2023, 11 : 65205 - 65221
  • [33] Reconfigurable Intelligent Surface Deployment in 5G and Beyond 5G Cellular Networks
    Haustein, Thomas
    McMenamy, Jasmina
    Thiele, Lars
    Leather, Paul S. H.
    2022 IEEE 23RD INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATION (SPAWC), 2022,
  • [34] Intelligent active queue management predictive controller using neural networks
    Alasem, R.
    Hossain, M. A.
    Awan, I.
    NGMAST 2007: 2007 INTERNATIONAL CONFERENCE ON NEXT GENERATION MOBILE APPLICATIONS, SERVICES AND TECHNOLOGIES, 2007, : 205 - 210
  • [35] Security for 5G Mobile Wireless Networks
    Fang, Dongfeng
    Qian, Yi
    Hu, Rose Qingyang
    IEEE ACCESS, 2018, 6 : 4850 - 4874
  • [36] 5G Green Mobile Communication Networks
    Guoqiang Mao
    中国通信, 2017, 14 (02) : 183 - 184
  • [37] The Fronthaul Infrastructure of 5G Mobile Networks
    Rommel, Simon
    Raddo, Thiago R.
    Monroy, Idelfonso Tafur
    2018 IEEE 23RD INTERNATIONAL WORKSHOP ON COMPUTER AIDED MODELING AND DESIGN OF COMMUNICATION LINKS AND NETWORKS (CAMAD), 2018, : 117 - 122
  • [38] Metal Antenna for 5G Mobile Networks
    Rhee, Eugene
    2015 SEVENTH INTERNATIONAL CONFERENCE ON UBIQUITOUS AND FUTURE NETWORKS, 2015, : 112 - 114
  • [39] Green Mobile Networks for 5G and Beyond
    Masoudi, Meysam
    Khafagy, Mohammad Galal
    Conte, Alberto
    El-Amine, Ali
    Francoise, Brian
    Nadjahi, Chayan
    Salem, Fatma Ezzahra
    Labidi, Wael
    Sural, Altug
    Gati, Azeddine
    Bodere, Dominique
    Arikan, Erdal
    Aklamanu, Fred
    Louahlia-Gualous, Hasna
    Lallet, Julien
    Pareek, Kuldeep
    Nuaymi, Loutfi
    Meunier, Luc
    Silva, Paulo
    Almeida, Nuno T.
    Chahed, Tijani
    Sjolund, Tord
    Cavdar, Cicek
    IEEE ACCESS, 2019, 7 : 107270 - 107299
  • [40] Deployment and Management of Intelligent End-to-End Network Slicing in 5G and Beyond 5G Networks: A Systematic Review
    Otieno, Humphrey Owuor
    Malila, Bessie
    Mwangama, Joyce
    IEEE ACCESS, 2024, 12 : 190411 - 190433