arXiv:2502.15936cs.NIcs.AI2025-02被引 20

将Open RAN理念引入卫星网络,实现自适应、可自治的6G非地面组网。

Space-O-RAN: Enabling Intelligent, Open, and Interoperable Non Terrestrial Networks in 6G

  • 分层闭环控制,星上轻量dApp实时调度与波束指向。
  • 利用星间链路低延迟协同,实现集群自主决策,降低对地面依赖。
  • 通过数字孪生和馈电链路转移智能训练,适合大规模星座部署。

卫星网络快速演进,但多数非地面网络(NTN)仍与地面编排框架隔离。其控制架构通常为单体且静态,难以适应动态流量、拓扑变化及任务需求,导致频谱利用效率低、网络容量未充分释放。尽管人工智能(AI)有望实现自动化,但轨道计算、能耗与连通性限制了其部署。本文提出Space-O-RAN,一种分布式控制架构,通过分层闭环控制将Open RAN原则延伸至卫星星座。星上轻量级dApp实现无需持续地面接入的实时功能,如调度与波束转向。集群级协调由SpaceRIC通过低延迟星间链路(ISL)在轨自主完成。战略任务如AI训练与策略更新则借助数字孪生与馈电链路转移至地面智能管理平台(SMO)。关键创新在于动态映射O-RAN接口至卫星链路,支持不同条件下自适应信令。基于Starlink拓扑的仿真验证了延迟约束,证明该架构在自治卫星无线接入网(RAN)操作中具备可行性和可扩展性。

原文摘要 · Abstract (English)

Satellite networks are rapidly evolving, yet most \glspl{ntn} remain isolated from terrestrial orchestration frameworks. Their control architectures are typically monolithic and static, limiting their adaptability to dynamic traffic, topology changes, and mission requirements. These constraints lead to inefficient spectrum use and underutilized network capacity. Although \gls{ai} promises automation, its deployment in orbit is limited by computing, energy, and connectivity limitations. This paper introduces Space-O-RAN, a distributed control architecture that extends Open RAN principles into satellite constellations through hierarchical, closed-loop control. Lightweight \glspl{dapp} operate onboard satellites, enabling real-time functions like scheduling and beam steering without relying on persistent ground access. Cluster-level coordination is managed via \glspl{spaceric}, which leverage low-latency \glspl{isl} for autonomous decisions in orbit. Strategic tasks, including AI training and policy updates, are transferred to terrestrial platforms \glspl{smo} using digital twins and feeder links. A key enabler is the dynamic mapping of the O-RAN interfaces to satellite links, supporting adaptive signaling under varying conditions. Simulations using the Starlink topology validate the latency bounds that inform this architectural split, demonstrating both feasibility and scalability for autonomous satellite RAN operations.

6G卫星网络Open RAN自治系统

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