Title :
AQM controller parameter optimization to support TCP traffic
Author :
Wei Yang ; Yang, Oliver W W
Author_Institution :
Sch. of Inf. Technol. & Eng., Ottawa Univ., Ont., Canada
Abstract :
In this paper, we make use of the best selected performance index called the integral of time multiplied by absolute error (ITAE), which is a quantitative measure to gauge the performance of a control system to achieve the minimum control error and fastest system response. By applying the ITAE performance index into a PI_PP controller for active queue management (AQM) in IP routers, we can further tune the parameters for the controller to achieve some optimum control while minimizing control errors. We have analyzed the dynamic model of the TCP congestion control under this ITAE, and used OPNET simulation tool to verify the derived optimized parameters of the controllers.
Keywords :
IP networks; PI control; computer network management; optimal control; optimisation; performance index; pole assignment; queueing theory; telecommunication congestion control; telecommunication network routing; transport protocols; AQM; IP routers; OPNET; TCP congestion control; TCP traffic; active queue management; control error minimization; controller parameter optimization; integral of time multiplied by absolute error; optimum control; proportional-integral_pole placement; quantitative measure; simulation tool; system response; Analytical models; Control systems; Error analysis; Error correction; Performance analysis; TCPIP; Time measurement; Traffic control;
Conference_Titel :
Communications, Computers and signal Processing, 2005. PACRIM. 2005 IEEE Pacific Rim Conference on
Print_ISBN :
0-7803-9195-0
DOI :
10.1109/PACRIM.2005.1517235