天地一体化信息网络2026，Vol.7Issue(1)：61-70,10.DOI:10.11959/j.issn.2096-8930.2026007
高动态天空地一体化网络资源表征与分配建模
Modeling for Resource Representation and Allocation in Highly-Dynamic Space-Air-Ground Integrated Network
摘要
Abstract
The space-air-ground integrated network(SAGIN)exhibits pronounced characteristics of time-varying topology,heteroge-neous links,and cross-domain coupling,all driven by high-velocity LEO satellites,highly maneuverable aerial platforms,and rapidly moving terrestrial nodes,which together cause network resource states to oscillate violently between minute-level topology reconfigura-tions and second or millisecond-level traffic surges.Conventional single-scale time-varying graph models discretize this process with fixed time slots,incurring a triple bottleneck of granularity mismatch,complexity explosion,and representation distortion.To address these issues,this paper proposes the dual-scale time-varying graph(DSTVG),which,under a topology-traffic co-driven framework,en-ables accurate characterization of high-dynamic network resource evolution.Additionally,a high-dynamic network resource allocation model is built upon DSTVG to achieve efficient and precise matching between spatial traffic demands and spatial resources.Simulation results demonstrate that the dual advantages of the proposed DSTVG in representation accuracy and computational efficiency,offering a scalable theoretical tool for high-dynamic resource management in SAGIN.关键词
天空地一体化网络/双尺度时变图/高动态网络资源管理/时间窗Key words
space-air-ground integrated network/dual-scale time-varying graph/high-dynamic network resource management/contact windows分类
信息技术与安全科学引用本文复制引用
何立军,李雨彤,贾子晔,汪彦婷,王洪梅,李世银..高动态天空地一体化网络资源表征与分配建模[J].天地一体化信息网络,2026,7(1):61-70,10.基金项目
国家自然科学基金(No.62201463,No.62301251) The National Natural Science Foundation of China(No.62201463,No.62301251) （No.62201463,No.62301251）
