Sliding mode control with fuzzy reaching law for queue management in the internet

Hao Wang, Zuohua Tian, Qinlong Zhang

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

14 Citations (Scopus)

Abstract

Due to the challenging nature of nonlinearity and time-varying behaviors in TCP dynamics, traditional active queue management (AQM) algorithms suffer from poor robustness under dynamic network scenarios. To address the above problem, a novel congestion control scheme named FSM-AQM is proposed via the fuzzy sliding mode control, which is robust against uncertainties and time-varying parameters of the system. The guidelines to design FSM-AQM are presented, including sliding surface selecting, sliding controller design and stability analysis. As for the reachable issue, an enhanced reaching law based on fuzzy logic is designed to decrease the high-frequency chattering and improve the dynamic performance. Simulation comparisons with PI, PID and REM in NS2 demonstrate that our proposed algorithm achieves fast convergence of queue length to the target with small jitter. The results also indicate that FSM-AQM is robust against disturbances and outperforms traditional AQM schemes significantly.

Original languageEnglish
Title of host publication2010 Proceedings of 19th International Conference on Computer Communications and Networks, ICCCN 2010
PublisherIEEE, Institute of Electrical and Electronics Engineers
ISBN (Print)9781424471164
DOIs
Publication statusPublished - 29 Oct 2010
Externally publishedYes
Event2010 19th International Conference on Computer Communications and Networks, ICCCN 2010 - Zurich, Switzerland
Duration: 2 Aug 20105 Aug 2010

Publication series

NameProceedings - International Conference on Computer Communications and Networks, ICCCN
ISSN (Print)1095-2055

Conference

Conference2010 19th International Conference on Computer Communications and Networks, ICCCN 2010
CountrySwitzerland
CityZurich
Period2/08/105/08/10

Keywords

  • Active queue management
  • Congestion control
  • Fuzzy logic
  • Reaching law
  • Sliding mode control

Cite this

Wang, H., Tian, Z., & Zhang, Q. (2010). Sliding mode control with fuzzy reaching law for queue management in the internet. In 2010 Proceedings of 19th International Conference on Computer Communications and Networks, ICCCN 2010 [5560017] (Proceedings - International Conference on Computer Communications and Networks, ICCCN). IEEE, Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/ICCCN.2010.5560017