Title :
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
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;
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
DOI :
10.1109/CCDC.2008.4597393
