通信学报2025，Vol.46Issue(6)：73-88,16.DOI:10.11959/j.issn.1000-436x.2025109
面向通遥融合卫星互联网的两阶段迭代数传调度算法
Two-stage iterative data transmission scheduling algorithm for satellite Internet integrating communication and remote sensing
摘要
Abstract
Aiming at the data transmission scheduling problem in the satellite Internet integrating communication and re-mote sensing(SatInternet-CR),a mathematical model with the goal of maximizing data transmission profits was estab-lished subject to constraints including data transmission windows and satellite energy consumption.Differentiated data transmission task demands,various ground receiving resources including direct satellite communication terminals,and re-mote sensing data inter satellite offloading,etc,were considered by the established mathematical model.Due to the large scale of variables and coupling of constraints,it was difficult to directly solve it.Therefore,a two-stage iterative data transmission scheduling(TSIDTS)algorithm based on the divide and conquer strategy was proposed.In the first stage,de-lay sensitive data transmission tasks were scheduled using dynamic neighborhood search algorithms.In the second stage,a greedy adaptive large neighborhood search algorithm was proposed to allocate data transmission resources for delay tol-erant data transmission tasks.In the two-stage iterative optimization process,the Metropolis criterion was introduced to improve the global search capability.Simulation results demonstrate that the proposed TSIDTS algorithm significantly im-proves data transmission profits compared with the same type data transmission scheduling algorithms,and confirm that the inter-satellite communication link can significantly improve the timeliness of remote sensing data downloading.关键词
卫星通信/卫星遥感/通遥融合卫星互联网/两阶段迭代数传调度算法Key words
satellite communication/satellite remote sensing/SatInternet-CR/TSIDTS algorithm分类
信息技术与安全科学引用本文复制引用
李海,李勇军,张泰江,李玉,赵尚弘,王杰,韩悦..面向通遥融合卫星互联网的两阶段迭代数传调度算法[J].通信学报,2025,46(6):73-88,16.基金项目
国家自然科学基金资助项目(No.62403474,No.U22B2005) （No.62403474,No.U22B2005）
国防科技大学自主创新科学基金资助项目 The National Natural Science Foundation of China(No.62403474,No.U22B2005),Independent Innovation Sci-ence Fund project of National University of Defense Technology （No.62403474,No.U22B2005）
