Title :
Congestion Control for Adaptive Satellite Communication Systems Using Intelligent Systems
Author :
Vallamsundar, Banupriya ; Zhu, Jiesheng ; Ponnambalam, K. ; Huang, Changcheng ; Srinivasan, Anand ; Cheng, Brian
Author_Institution :
Waterloo Univ., Waterloo
fDate :
July 30 2007-Aug. 2 2007
Abstract :
Broadband satellite based IP network congestion control is becoming a serious issue towards commitment of service level agreements (SLAs) to honor the guaranteed quality of service (QoS). In satellite communication systems, the channel performance might be severely degraded due to the dynamic weather conditions leading to network congestion. The inherent large bandwidth-delay product of satellite channels impede the existing numerous congestion control schemes to be applied to satellite networks. In this paper, a new congestion index is defined to indicate the degree of the network congestion as a function of queue and weather characteristics. A novel intelligent packet dropping mechanism is designed based on fuzzy logic. Simulation results and analyses show that the newly developed congestion control method is effective and efficient for broadband satellite-based IP networks.
Keywords :
IP networks; broadband networks; intelligent networks; quality of service; queueing theory; satellite communication; telecommunication congestion control; IP network; adaptive satellite communication systems; broadband satellite; congestion control; fuzzy logic; intelligent systems; quality of service; queue characteristics; service level agreements; weather characteristics; Adaptive control; Adaptive systems; Communication system control; Control systems; Degradation; IP networks; Intelligent systems; Programmable control; Quality of service; Satellite communication; Active Queue Management; Fuzzy Inferencing; Intelligent Packet dropping; Quality of Service;
Conference_Titel :
Signals, Systems and Electronics, 2007. ISSSE '07. International Symposium on
Conference_Location :
Montreal, Que.
Print_ISBN :
1-4244-1448-2
Electronic_ISBN :
1-4244-1449-0
DOI :
10.1109/ISSSE.2007.4294501