Adaptive congestion control algorithm based on predictive control

Author

Peilin, Sun ; Yugang, Niu

Author_Institution

Coll. of Inf. Sci. & Eng., East China Univ. of Sci. & Technol., Shanghai

fYear

2008

fDate

2-4 July 2008

Firstpage

644

Lastpage

648

Abstract

Internet system is essentially a delay system. Large delay brings bad influence to the performance of internet. A new Active Queue Management Algorithm - Smith-NPID is designed by combining Smith predictor with single Neuron PID. This algorithm overcomes the negative impact on the queue stability caused by large delay, and can enhance the learning and adaptive ability of system.

Keywords

Internet; adaptive control; computer network management; delay systems; learning systems; neurocontrollers; predictive control; queueing theory; stability; telecommunication congestion control; three-term control; Internet; Smith predictor; active queue management; adaptive congestion control algorithm; delay system; learning system; predictive control; single neuron PID; stability; Adaptive control; Adaptive systems; Algorithm design and analysis; Delay systems; Internet; Neurons; Prediction algorithms; Predictive control; Programmable control; Stability; AQM; Congestion Control; Single Neuron; Smith Predictor;

fLanguage

English

Publisher

ieee

Conference_Titel

Control and Decision Conference, 2008. CCDC 2008. Chinese

Conference_Location

Yantai, Shandong

Print_ISBN

978-1-4244-1733-9

Electronic_ISBN

978-1-4244-1734-6

Type

conf

DOI

10.1109/CCDC.2008.4597393

Filename

4597393