Design of active queue management algorithms for TCP networks: Nonlinear output feedback approach

This paper is concerned with the design of robust active queue management (AQM) controllers for a class of TCP networks. In TCP/IP networks, the packet-dropping probability function is limited between 0 and 1. Therefore, a TCP network with AQM controller was modeled as a rate-based non-linear system with a saturated input. The nonlinear output feedback AQM controller is proposed for achieving the desired queue size and guaranteeing asymptotic stability of the operating point. The performance and effectiveness of the proposed control laws are validated for serial network scenarios through numerical simulations by Network Simulator-2 (NS-2). Simulation results confirm that the proposed scheme outperforms other AQM schemes.

[1]  Sally Floyd,et al.  Adaptive RED: An Algorithm for Increasing the Robustness of RED's Active Queue Management , 2001 .

[2]  Vishal Misra,et al.  Fluid-based analysis of a network of AQM routers supporting TCP flows with an application to RED , 2000, SIGCOMM.

[3]  Liu Bao-hong,et al.  Design of a robust active queue management algorithm based on feedback compensation , 2003, SIGCOMM 2003.

[4]  Haniph A. Latchman,et al.  An approach to stabilize linear systems with state and input delay , 2003, Proceedings of the 2003 American Control Conference, 2003..

[5]  Z. Artstein Linear systems with delayed controls: A reduction , 1982 .

[6]  Donald F. Towsley,et al.  On designing improved controllers for AQM routers supporting TCP flows , 2001, Proceedings IEEE INFOCOM 2001. Conference on Computer Communications. Twentieth Annual Joint Conference of the IEEE Computer and Communications Society (Cat. No.01CH37213).

[7]  Fernando Paganini,et al.  Dynamics of TCP/RED and a scalable control , 2002, Proceedings.Twenty-First Annual Joint Conference of the IEEE Computer and Communications Societies.

[8]  QUTdN QeO,et al.  Random early detection gateways for congestion avoidance , 1993, TNET.

[9]  Wenhua Dou,et al.  Design of a robust active queue management algorithm based on feedback compensation , 2003, SIGCOMM '03.

[10]  T. V. Lakshman,et al.  SRED: stabilized RED , 1999, IEEE INFOCOM '99. Conference on Computer Communications. Proceedings. Eighteenth Annual Joint Conference of the IEEE Computer and Communications Societies. The Future is Now (Cat. No.99CH36320).

[11]  Naixue Xiong,et al.  A novel numerical algorithm based on self-tuning controller to support TCP flows , 2008, Math. Comput. Simul..