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 :
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