Title :
Decentralized regulation for a class of large-scale networks with saturation
Author :
Fan, Yi ; Jiang, Zhong-Ping ; Wu, Xingxing
Author_Institution :
Dept. of Electr. & Comput. Eng., Polytech. Univ., Brooklyn, NY, USA
Abstract :
In this paper, we study a nonlinear large-scale network model with saturation constraints on both the control input and the state variables. We achieve buffer queue length regulation against unknown inter-node traffic interferences via a decentralized saturated control law. Motivated by physical characteristics of communication networks, two conditions regarding the inter-node traffic are discussed, namely a Lipschitz-type condition and a "PE" condition. Under these conditions, by using sliding-mode type controllers, the regulation error of every node converges asymptotically to zero for all feasible initial queue lengths. Our main (global) regulation result is based on an interesting extension of the popular Young\´s inequality to the case with saturation.
Keywords :
adaptive control; decentralised control; large-scale systems; multivariable control systems; nonlinear control systems; queueing theory; robust control; telecommunication congestion control; telecommunication traffic; variable structure systems; Lipschitz-type condition; PE condition; Young inequality; adaptive control; buffer queue length regulation; communication networks; decentralised control; decentralized regulation; decentralized saturated control law; inter-node traffic interference; large-scale systems; multivariable control systems; nonlinear control systems; nonlinear large-scale networks; queueing theory; regulation error convergence; robust control; saturation constraints; sliding-mode type controllers; state variables; telecommunication congestion control; telecommunication traffic; variable structure systems; Adaptive control; Communication system control; Communication system traffic control; Interference; Large-scale systems; Performance analysis; Robust control; Sliding mode control; Telecommunication control; Traffic control;
Conference_Titel :
American Control Conference, 2005. Proceedings of the 2005
Print_ISBN :
0-7803-9098-9
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2005.1470829