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 40 条
  • [11] An FPGA-Assisted Intelligent QoS Management System for Local Area Networks
    Shang, Wei-Chen
    Hwang, Wen-Jyi
    Tai, Tsung-Ming
    Jhang, Yun-Jie
    IEEE SYSTEMS JOURNAL, 2022, 16 (03): : 3882 - 3893
  • [12] Stable and Fair Quantized Notification for 5G Mobile Network
    Sun, Yu
    Jiang, Lingge
    He, Chen
    He, Di
    Li, Ping
    2019 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), 2019,
  • [13] Performance Model for Video Service in 5G Networks
    Wang, Jiao
    Weitzen, Jay
    Bayat, Oguz
    Sevindik, Volkan
    Li, Mingzhe
    FUTURE INTERNET, 2020, 12 (06):
  • [14] Queue management and priority scheduling disciplines for QoS control in Wavelength Routed OBS (WROBS) access networks
    Segarra, Josep
    Sales, Vicent
    Prat, Josep
    ICTON 2006: 8TH INTERNATIONAL CONFERENCE ON TRANSPARENT OPTICAL NETWORKS, VOL 3, PROCEEDINGS, 2006, : 207 - +
  • [15] A QoS-Enabled Medium-Transparent MAC Protocol for Fiber-Wireless 5G RAN Transport Networks
    Kalfas, George
    Palianopoulos, Dimitris
    Mesodiakaki, Agapi
    Gatzianas, Marios
    Vagionas, Christos
    Maximidis, Ronis
    Pleros, Nikos
    APPLIED SCIENCES-BASEL, 2022, 12 (17):
  • [16] Statistical QoS-Driven Power Adaptation Over Q-OFDMA-Based Full-Duplex D2D 5G Mobile Wireless Networks
    Zhang, Xi
    Wang, Jingqing
    2017 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2017,
  • [17] Enhancing the Quality of Multimedia Streaming over Radio Resource Management and Smart Antennas of 5G Networks
    Ibrahim, H. M.
    Khalil, A. T.
    Sakr, Hesham A.
    WIRELESS PERSONAL COMMUNICATIONS, 2024, 139 (01) : 247 - 282
  • [18] QoS-Aware Flexible Handover Management in Software-Defined Mobile Networks
    Kyung, Yeunwoong
    Kim, Tae-Kook
    APPLIED SCIENCES-BASEL, 2020, 10 (12):
  • [19] A QoS Improving Downlink Scheduling Scheme for Slicing in 5G Radio Access Network (RAN)
    Rana, Manoj Kumar
    Pecorella, Tommaso
    Sardar, Bhaskar
    Thipparaju, Rama Rao
    Saha, Debashis
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 73 (03) : 4219 - 4233
  • [20] SDN-Based Service Mobility Management in MEC-Enabled 5G and Beyond Vehicular Networks
    Shah, Syed Danial Ali
    Gregory, Mark A.
    Li, Shuo
    Fontes, Ramon dos Reis
    Hou, Ling
    IEEE INTERNET OF THINGS JOURNAL, 2022, 9 (15) : 13425 - 13442