Title :
Design of Takagi-Sugeno fuzzy sliding mode controller for network congestion control
Author :
Yin, Feng-jie ; Jing, Yuan-Wei
Author_Institution :
Sch. of Inf. Sci. & Eng., Northeast Univ., Shenyang, China
Abstract :
A novel active queue management (AQM) scheme based on Takagi-Sugeno fuzzy sliding mode controller is designed to tackle network congestion problem with modelling uncertainties, time varying parameter fluctuations and external disturbances. Simulation results demonstrate that it can lead to the convergence of the queue length to the desired value quickly and maintain the oscillation small. The results also show that the scheme is very robust to disturbance under various network conditions and outperforms fuzzy control and variable structure controller significantly.
Keywords :
control system synthesis; fuzzy control; queueing theory; telecommunication congestion control; telecommunication network management; time-varying systems; uncertain systems; variable structure systems; Takagi-Sugeno fuzzy sliding mode control; active queue management; modelling uncertainties; network congestion control; queue length; time varying parameter fluctuations; Design engineering; Fluctuations; Fuzzy control; Information science; Nonlinear dynamical systems; Performance analysis; Robust control; Sliding mode control; Takagi-Sugeno model; Uncertainty;
Conference_Titel :
Mechatronics and Automation, 2005 IEEE International Conference
Conference_Location :
Niagara Falls, Ont., Canada
Print_ISBN :
0-7803-9044-X
DOI :
10.1109/ICMA.2005.1626766