DocumentCode
423897
Title
Single parametric fuzzy adaptive PID control and robustness analysis based on the queue size of network node
Author
Sun, De-Hui ; Zhang, Qiu-Hong ; Mu, Zhi-Chun
Author_Institution
Sch. of Information Eng., Beijing Univ. of Sci. & Technol., China
Volume
1
fYear
2004
fDate
26-29 Aug. 2004
Firstpage
397
Abstract
Due to its proruption characteristic, the available-bit-rate (ABR) traffic flow in asynchronous transfer mode (ATM) networks often causes network overload and network congestion. To provide solutions to the overload and congestion problems, a single parametric fuzzy adaptive PID control mechanism, which is based on the queue size at the network node, is proposed and analyzed. Simulation that runs on the OPNET software is carried out on the single node traffic model. The simulation results show that the mechanism proposed works well in terms of convergence speed of PED parameters, stability of the queue size, and system robustness.
Keywords
adaptive control; asynchronous transfer mode; fuzzy control; queueing theory; stability; telecommunication computing; telecommunication congestion control; telecommunication traffic; three-term control; asynchronous transfer mode network; available-bit-rate traffic flow; network node queue; parametric fuzzy adaptive PID control mechanism; queue size; robustness analysis; stability; Adaptive control; Asynchronous transfer mode; Communication system traffic control; Fuzzy control; Programmable control; Queueing analysis; Robust control; Size control; Three-term control; Traffic control;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
Print_ISBN
0-7803-8403-2
Type
conf
DOI
10.1109/ICMLC.2004.1380717
Filename
1380717
Link To Document