Comparison of PI controllers designed for the delay model of TCP/AQM networks

被引:29
|
作者
Unal, Hakki Ulas [1 ]
Melchor-Aguilar, Daniel [2 ]
Ustebay, Deniz [3 ]
Niculescu, Silviu-Iulian [4 ]
Ozbay, Hitay [5 ]
机构
[1] Anadolu Univ, Dept Elect & Elect Engn, TR-26555 Eskisehir, Turkey
[2] IPICyT, Div Appl Math, San Luis Potosi, SLP, Mexico
[3] McGill Univ, Dept Elect & Comp Engn, Montreal, PQ, Canada
[4] CNRS SUPELEC, Lab Signaux & Syst, F-91190 Gif Sur Yvette, France
[5] Bilkent Univ, Dept Elect & Elect Engn, TR-06800 Ankara, Turkey
关键词
Active Queue Management; Delay systems; PI Controller; Network congestion; TCP/IP; SUPPORTING TCP FLOWS; STABILITY ANALYSIS; TCP/RED SYSTEMS; AQM; ROBUST; FRAGILE; RULES; RED;
D O I
10.1016/j.comcom.2013.03.001
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
One of the major problems of communication networks is congestion. In order to address this problem in TCP/IP networks, Active Queue Management (AQM) scheme is recommended. AQM aims to minimize the congestion by regulating the average queue size at the routers. To improve upon AQM, recently, several feedback control approaches were proposed. Among these approaches, PI controllers are gaining attention because of their simplicity and ease of implementation. In this paper, by utilizing the fluid-flow model of TCP networks, we study the PI controllers designed for TCP/AQM. We compare these controllers by first analyzing their robustness and fragility. Then, we implement these controllers in ns-2 platform and conduct simulation experiments to compare their performances in terms of queue length. Taken together, our results provide a guideline for choosing a PI controller for AQM given specific performance requirements. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:1225 / 1234
页数:10
相关论文
共 50 条
  • [41] Sliding mode observer for anomaly detection in TCP/AQM networks
    Rahme, Sandy
    Labit, Yann
    Gouaisbaut, Frederic
    2009 SECOND INTERNATIONAL CONFERENCE ON COMMUNICATION THEORY, RELIABILITY, AND QUALITY OF SERVICE, 2009, : 113 - 118
  • [42] Linear Time-Delay System Model and Stability of AQM Bottleneck Networks
    Xiao, Yang
    Kim, Kiseon
    ICSP: 2008 9TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-5, PROCEEDINGS, 2008, : 2033 - +
  • [43] A NOVEL MARKOV ANALYTICAL MODEL FOR THE TCP/AQM SYSTEMS
    Cao Zhenzhen Xiao Yang Chi Caixia(Institute of Information Science of Beijing Jiaotong University
    JournalofElectronics(China), 2010, 27 (01) : 15 - 23
  • [44] AQM Congestion Controller for TCP/IP Networks: Multiclass Traffic
    Nabil El Fezazi
    Youssef Elfakir
    Fernando Augusto Bender
    Said Idrissi
    Journal of Control, Automation and Electrical Systems, 2020, 31 : 948 - 958
  • [45] Novel graphical approach to analyze the stability of TCP/AQM networks
    Ge L.
    Fang B.
    Sun J.-S.
    Wang Z.-Q.
    Zidonghua Xuebao/ Acta Automatica Sinica, 2010, 36 (02): : 314 - 321
  • [46] Stability of TCP/AQM Networks Under DDoS Attacks With Design
    Tan, Liansheng
    Huang, Kaijiao
    Peng, Gang
    Chen, Guanrong
    IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2020, 7 (04): : 3042 - 3056
  • [47] A self-tuning structure for adaptation in TCP/AQM networks
    Zhang, HG
    Hollot, CV
    Towsley, D
    Misra, V
    GLOBECOM'03: IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE, VOLS 1-7, 2003, : 3641 - 3646
  • [48] Modeling of scalable TCP for AQM design in high speed networks
    Sirisena, Harsha
    Sreeram, Victor
    2006 AMERICAN CONTROL CONFERENCE, VOLS 1-12, 2006, 1-12 : 483 - +
  • [49] Congestion control in TCP/AQM networks using a disturbance observer
    Kubo, Ryogo
    Kani, Junichi
    Fujimoto, Yukihiro
    IEEJ Transactions on Industry Applications, 2009, 129 (06) : 541 - 547
  • [50] Stability Analysis and Impulsive Control of Bifurcation and Chaos in Fluid Flow Model for TCP/AQM Networks
    Liu, Feng
    Guan, Zhi-Hong
    Zhu, Guangxi
    Li, Tao
    Wang, Hua O.
    2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2010, : 1257 - 1261