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P2 Orbital Edge Computing

轨道边缘计算
ASPLOS Proceedings of the Twenty-Fifth International Conference on Architectural Support for Programming Languages and Operating Systems2020匹配度 1/10 · 该论文研究低轨纳卫星星座的轨道边缘计算与弯管架构瓶颈,属于卫星系统和体系结构方向,与用户的 PL/AI、Agentic 程序、静态分析、浮点程序分析、贝叶斯程序分析及 LLM 交叉等研究兴趣几乎没有交集。引用 267 inbox
Bradley Denby, Brandon Lucia
crossref: 2026-09-12

AI 速览

一句话:指出低轨纳卫星星座的弯管架构成随规模增长失效,能力受物理约束决定。

随着纳卫星技术发展和发射成本下降,低轨传感器卫星星座规模迅速扩大。许多系统采用“弯管”架构:地面站向轨道发送命令,卫星仅回传原始数据。本文观察到,随着星座规模增加,这种架构会失效;通信能力受地面站位置、纳卫星天线尺寸、在轨采集能量等系统物理配置与随时间变化的约束限制。作者通过定量分析表明,纳卫星星座的能力由物理系统约束决定,从而说明需要在轨道上引入边缘计算,以缓解通信瓶颈。评估以定量分析展示物理约束如何决定星座能力。

问题
弯管架构在低轨纳卫星星座规模增大时通信能力受限并失效。
方法
定量分析地面站位置、天线尺寸、在轨能量采集等物理配置与随时间变化的约束。
评估
通过定量结果展示星座能力由物理系统约束决定。
原文摘要(Abstract)

Advances in nanosatellite technology and a declining cost of access to space have fostered an emergence of large constellations of sensor-equipped satellites in low-Earth orbit. Many of these satellite systems operate under a "bent-pipe" architecture, in which ground stations send commands to orbit and satellites reply with raw data. In this work, we observe that a bent-pipe architecture for Earth-observing satellites breaks down as constellation population increases. Communication is limited by the physical configuration and constraints of the system over time, such as ground station location, nanosatellite antenna size, and energy harvested on orbit. We show quantitatively that nanosatellite constellation capabilities are determined by physical system constraints.

链接与引用

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BibTeX
@inproceedings{paperbot5401,
  title = {Orbital Edge Computing},
  author = {Bradley Denby and Brandon Lucia},
  booktitle = {ASPLOS},
  year = {2020},
  doi = {10.1145/3373376.3378473}
}