Title :
Robust H-infinity control for uncertain time-delay TCP/AQM network system
Author :
Jing, Yuanwei ; Wang, Hongwei ; Dimirovski, Georgi M. ; Liu, Xiaoping
Author_Institution :
Fac. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
Abstract :
A robust active queue management (AQM) scheme based on H-infinity theory is presented for the problem of congestion control in TCP communication networks. In TCP/IP networks, the packet-dropping probability function is considered as a control input, and network parameters are time-varying. Thus a TCP/AQM controller is modeled as a uncertain time-delay system with a saturated input. The corresponding existence condition of the observer and controller are obtained by applying Lyapunov-Krasovskii function approach and the linear matrix inequality technique. Simulation results show that the proposed scheme can track the desired queue length very quickly under various network conditions, and avoid the problem of dynamic network congestion.
Keywords :
H¿ control; IP networks; Lyapunov methods; computer network management; delay systems; delays; linear matrix inequalities; observers; probability; queueing theory; robust control; telecommunication congestion control; time-varying systems; transport protocols; uncertain systems; AQM communication network system; Lyapunov-Krasovskii function; TCP/IP network; active queue management; congestion control; linear matrix inequality; observer; packet-dropping probability function; robust H-infinity control; time-varying parameter; uncertain time-delay system; Algorithm design and analysis; Communication networks; Communication system control; Control systems; H infinity control; IP networks; Quality of service; Robust control; Sliding mode control; TCPIP;
Conference_Titel :
Decision and Control, 2008. CDC 2008. 47th IEEE Conference on
Conference_Location :
Cancun
Print_ISBN :
978-1-4244-3123-6
Electronic_ISBN :
0191-2216
DOI :
10.1109/CDC.2008.4739251