Title :
Predictive bandwidth control for GEO satellite networks
Author :
Chisci, L. ; Fantacci, R. ; Pecorella, T.
Author_Institution :
Dpt. di Sistemi e Informatica, Firenze Univ., Italy
Abstract :
The paper presents a novel approach for dynamic bandwidth allocation (DBA) in GEO satellite networks based on adaptive predictive control. In the proposed DBA scheme each satellite gateway (SG) uses an adaptive predictor to forecast the future input traffic flow along with a predictive bandwidth controller to generate a bandwidth request to the network control center (NCC) according to a receding-horizon policy, via solution of an optimal control problem. A multi-service traffic scenario is considered with a careful eye to guarantee differentiated quality of service requirements. Simulation experiments demonstrate that the DBA technique proposed in this work outperforms fixed allocation as well as existing DBA methods.
Keywords :
adaptive control; bandwidth allocation; internetworking; optimal control; predictive control; quality of service; satellite communication; telecommunication congestion control; telecommunication traffic; GEO satellite networks; adaptive predictive control; dynamic bandwidth allocation; input traffic flow; multiservice traffic scenario; network control center; optimal control problem; predictive bandwidth control; quality of service; receding-horizon policy; satellite gateway; Adaptive control; Adaptive systems; Bandwidth; Channel allocation; Communication system traffic control; Optimal control; Predictive control; Programmable control; Satellites; Traffic control;
Conference_Titel :
Communications, 2004 IEEE International Conference on
Print_ISBN :
0-7803-8533-0
DOI :
10.1109/ICC.2004.1313294