意图驱动的卫星网络资源管理架构研究

Research on intent-driven resource management architecture for satellite networks

低轨卫星网络的发展为实现全时无缝和全球覆盖提供了一种新颖的网络范式。在动态复杂的低轨卫星网络环境中,智能高效的资源管理策略在资源有限的情况下至关重要。因此,关注低轨卫星网络的资源管理问题,考虑将意图驱动网络与低轨卫星网络的资源管理相结合。首先,建立了一个低轨卫星网络的异构资源管理模型;其次,设计了一种基于意图驱动的资源管理框架,提高有限资源的利用率,满足多种任务的不同需求;然后,使用异构资源管理策略解决资源管理问题;最后,通过一个具体的场景来说明这个架构的应用。仿真结果表明,相比于传统资源管理架构,意图驱动的资源管理架构能够有效提升任务收益与时效性。

The evolution of low earth orbit(LEO)satellite networks has introduced an innovative paradigm for achieving the continuous,seamless and global coverage.In the dynamically complex environment of LEO satellite networks,intelligent and effi-cient resource management strategies are crucial given the limited resources.Focusing on the resource management issues of LEO satel-lite networks,the integration of intent-driven networking with the resource management of LEO satellite networks was considered.First-ly,a heterogeneous resource management model for LEO satellite networks was established.Subsequently,an intent-driven resource management framework was designed to enhance the utilization of limited resources and to meet the diverse needs of various tasks.Then,heterogeneous resource management strategies were employed to address the resource management issues.Finally,the application of this architecture was illustrated in a specific scenario.The simulation results showed that compared to the traditional resource management architecture,the intent-driven resource management architecture could effectively improve the task benefits and efficiency.