基于分布式预测控制的卫星网络动态带宽分配

L. Chisci, R. Fantacci, F. Francioli, T. Pecorella
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引用次数: 8

摘要

提出了一种地球静止卫星网络中动态带宽分配的新方法。每个卫星网关(SG)使用本地自适应预测器来预测未来的输入流量,并使用本地预测(后退水平)控制器来向网络控制中心(NCC)生成带宽请求。反过来,NCC根据适当的公平资源分配策略,在请求的SGs之间全局共享可用带宽。仿真实验证明了该方法在不同的流量负载条件下具有有效的带宽利用率和较低的数据包传输延迟。
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Dynamic bandwidth allocation via distributed predictive control in satellite networks
This paper presents a novel approach for dynamic bandwidth allocation in geo-stationary satellite networks. Each satellite gateway (SG) uses a local adaptive predictor to forecast the future input traffic flow along with a local predictive (receding-horizon) controller to generate a bandwidth request to the network control center (NCC). In turn, the NCC globally shares out the available bandwidth among the requesting SGs according to a suitable fair resource allocation policy. Simulation experiments demonstrate the effectiveness of the proposed approach in terms of efficient bandwidth usage and low packet delivery delays under different traffic load conditions.
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