A Control Theoretic Approach for Designing Adaptive AQM Schemes

Xidong Deng, Sungwon Yi, George Kesidis, Chita R. Das

Research output: Contribution to conferencePaper

36 Citations (Scopus)

Abstract

In this paper, we use a control theoretic approach to develop a generic framework for analyzing various active queue management (AQM) schemes as proportional-integral-derivative (PID) controllers. Based on this PID model, we propose an adaptive control mechanism to improve the system stability and performance under changing network conditions. We then present a generic implementation of the PID controller by introducing a derivative control into a PI controller. In addition, we propose an improved Adaptive Virtual Queue (AVQ) scheme with explicit queue length control. A simulation study under a wide range of traffic conditions suggests that the proposed algorithms outperform the existing AQM schemes in achieving better system performance and stability.

Original languageEnglish (US)
Pages2947-2951
Number of pages5
StatePublished - Dec 1 2003
EventIEEE Global Telecommunications Conference GLOBECOM'03 - San Francisco, CA, United States
Duration: Dec 1 2003Dec 5 2003

Other

OtherIEEE Global Telecommunications Conference GLOBECOM'03
CountryUnited States
CitySan Francisco, CA
Period12/1/0312/5/03

Fingerprint

Derivatives
Controllers
System stability
simulation
traffic

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering
  • Global and Planetary Change

Cite this

Deng, X., Yi, S., Kesidis, G., & Das, C. R. (2003). A Control Theoretic Approach for Designing Adaptive AQM Schemes. 2947-2951. Paper presented at IEEE Global Telecommunications Conference GLOBECOM'03, San Francisco, CA, United States.
Deng, Xidong ; Yi, Sungwon ; Kesidis, George ; Das, Chita R. / A Control Theoretic Approach for Designing Adaptive AQM Schemes. Paper presented at IEEE Global Telecommunications Conference GLOBECOM'03, San Francisco, CA, United States.5 p.
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Deng, X, Yi, S, Kesidis, G & Das, CR 2003, 'A Control Theoretic Approach for Designing Adaptive AQM Schemes', Paper presented at IEEE Global Telecommunications Conference GLOBECOM'03, San Francisco, CA, United States, 12/1/03 - 12/5/03 pp. 2947-2951.

A Control Theoretic Approach for Designing Adaptive AQM Schemes. / Deng, Xidong; Yi, Sungwon; Kesidis, George; Das, Chita R.

2003. 2947-2951 Paper presented at IEEE Global Telecommunications Conference GLOBECOM'03, San Francisco, CA, United States.

Research output: Contribution to conferencePaper

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Deng X, Yi S, Kesidis G, Das CR. A Control Theoretic Approach for Designing Adaptive AQM Schemes. 2003. Paper presented at IEEE Global Telecommunications Conference GLOBECOM'03, San Francisco, CA, United States.