DocumentCode :
713166
Title :
A fast terminal sliding mode observer for TCP/IP network anomaly traffic detection
Author :
Long Xu ; Xinghuo Yu ; Yong Feng ; Fengling Han ; Jiankun Hu ; Tari, Zahir
Author_Institution :
Sch. of Electr. & Comput. Eng., RMIT Univ., Melbourne, VIC, Australia
fYear :
2015
fDate :
17-19 March 2015
Firstpage :
28
Lastpage :
33
Abstract :
A fast terminal sliding mode (FTSM) observer is proposed to estimate the anomaly seen as an external disturbance perturbing into the queue dynamics in the TCP/IP networks. The TCP traffic dynamic behaviour, which is represented by a TCP/IP fluid-flow model, can be captured by the observer in the router level. A smooth control signal for the observer based on the fast TSM strategy is obtained and directly used to estimate the additional traffic dynamic in TCP/IP networks. The effectiveness and capability of the proposed methodology are evaluated in Network Simulator.
Keywords :
Internet; observers; queueing theory; telecommunication control; telecommunication traffic; transport protocols; variable structure systems; FTSM observer; Network Simulator; TCP traffic dynamic behaviour; TCP/IP fluid-flow model; TCP/IP network anomaly traffic detection; fast terminal sliding mode observer; queue dynamics; router level; smooth control signal; IP networks; Internet; Manifolds; Mathematical model; Observers; Protocols; Quality of service;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Technology (ICIT), 2015 IEEE International Conference on
Conference_Location :
Seville
Type :
conf
DOI :
10.1109/ICIT.2015.7125071
Filename :
7125071
Link To Document :
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