Title :
The On-Line Prediction of Self-Similar Traffic Based on Chaos Theory
Author :
Li, Dou ; Ji, Binghui ; Xiang, Haige
Author_Institution :
Sch. of Electron. Eng. & Comput. Sci., Peking Univ., Beijing
Abstract :
In this paper, we employ chaotic predictive technique to predict the self-similar traffic. Our novel method combines the algorithm of embedding window with the conception of independently determining embedding parameters. The algorithm we adopt for computing Lyapunov exponent has high computational efficiency. It can be implemented for on-line prediction, and applied in the resource management of wireless networks
Keywords :
chaotic communication; radio networks; telecommunication network management; telecommunication traffic; Lyapunov exponent; chaos theory; chaotic predictive technique; embedding window; resource management; self-similar traffic; wireless networks; Chaos; Chaotic communication; Communication system traffic control; Delay effects; IP networks; Resource management; Space technology; Telecommunication traffic; Web and internet services; Wireless networks;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2006. WiCOM 2006.International Conference on
Conference_Location :
Wuhan
Print_ISBN :
1-4244-0517-3
DOI :
10.1109/WiCOM.2006.381
