Title :
Design of Adaptive PI Rate Controller for Best-Effort Traffic in the Internet Based on Phase Margin
Author :
Hong, Yang ; Yang, Oliver W W
Author_Institution :
Sch. of Inf. Technol. & Eng., Ottawa Univ., Ont.
fDate :
4/1/2007 12:00:00 AM
Abstract :
In this paper, we propose an adaptive PI (proportional-integral) rate controller for the AQM (active queue management) router that would support best-effort traffic in the Internet. Unlike most window-based controllers, our rate-based controller design is derived from the classical control theory and it would allow the users to achieve good stability robustness of the AQM control system by specifying a proper phase margin. We also make our controller adaptive by selecting a simple heuristic parameter to monitor the network environment real-time so that the controller would self-tune only when a dramatic change of the network traffic has drifted the monitoring parameter outside its specified interval. Located in the router, the adaptive PI rate controller calculates desirable source window sizes (i.e., source sending rates) based on the instantaneous queue length of the buffer and advertises it to the sources. Our simulations demonstrate that our AQM control system can adapt very well to sudden changes in network environment, thus providing the network with good transient behavior. By making the source sending rate relatively smooth, our adaptive PI rate controller becomes quite suitable for streaming media traffic control in the Internet
Keywords :
Internet; PI control; adaptive control; control system synthesis; control systems; media streaming; queueing theory; robust control; telecommunication congestion control; telecommunication network routing; telecommunication traffic; AQM control system; active queue management router; adaptive PI rate controller design; best-effort Internet traffic; media streaming; phase margin; proportional-integral controller; source sending rate; source window size; Adaptive control; Condition monitoring; Control systems; Control theory; Internet; Pi control; Programmable control; Proportional control; Robust stability; Traffic control; PI control; Rate-based control; TCP/IP; active queue management; best-effort traffic; self-tune.; streaming media traffic;
Journal_Title :
Parallel and Distributed Systems, IEEE Transactions on
DOI :
10.1109/TPDS.2007.1016