基于高速互联的星载异构智能计算架构与方法

陶毅松; 张瑾; 崔欢喜; 裴玉奎

doi:10.11959/j.issn.2096-8930.2025006

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基于高速互联的星载异构智能计算架构与方法

研究 | 更新时间：2025-04-10

- 基于高速互联的星载异构智能计算架构与方法
- Architecture and Method for On-Board Heterogeneous Intelligent Computing Based on High-Speed Interconnection
- 天地一体化信息网络 2025年6卷第1期页码：45-51
- 作者机构：
  
  1.清华大学电子工程系，北京100084
  2.清华大学北京信息科学与技术国家研究中心，北京100084
  3.上海清申科技发展有限公司，上海201306
  4.先进计算与智能工程国家级重点实验室，江苏无锡214083
- 作者简介：
  
  [ "陶毅松（1998- ），男，清华大学电子工程系博士生，主要研究方向为天基算力网络、编码分布式计算等。" ]
  [ "张瑾（2000- ），男，清华大学电子工程系博士生，主要研究方向为天基算力网络、任务调度与资源分配等。" ]
  [ "崔欢喜（1995- ），男，清华大学北京信息科学与技术国家研究中心助理研究员，主要研究方向为空天地一体化网络架构、移动天线、算力网络架构、数字孪生、速率分割多址、优化理论、预编码、波束成形和约束元学习等。" ]
  [ "裴玉奎（1979- ），男，上海清申科技发展有限公司副总经理、清华大学副研究员，主要研究方向为空间信息网络等。" ]
- 基金信息：
  
  国家自然科学基金资助项目(62341130);先进计算与智能工程国家级重点实验室基金资助项目
- DOI：10.11959/j.issn.2096-8930.2025006
  中图分类号： TP399
- 收稿：2024-11-01，
  
  修回：2025-02-15，
  
  纸质出版：2025-03-20
- 稿件说明：
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陶毅松,张瑾,崔欢喜等.基于高速互联的星载异构智能计算架构与方法[J].天地一体化信息网络,2025,06(01):45-51.

TAO Yisong,ZHANG Jin,CUI Huanxi,et al.Architecture and Method for On-Board Heterogeneous Intelligent Computing Based on High-Speed Interconnection[J].Space-Integrated-Ground Information Networks,2025,06(01):45-51.
陶毅松,张瑾,崔欢喜等.基于高速互联的星载异构智能计算架构与方法[J].天地一体化信息网络,2025,06(01):45-51. DOI： 10.11959/j.issn.2096-8930.2025006.

TAO Yisong,ZHANG Jin,CUI Huanxi,et al.Architecture and Method for On-Board Heterogeneous Intelligent Computing Based on High-Speed Interconnection[J].Space-Integrated-Ground Information Networks,2025,06(01):45-51. DOI： 10.11959/j.issn.2096-8930.2025006.

摘要

内生智能的6G星地直连通信的超高速、巨量接入等需求对天基云基础设施的计算、存储等能力提出了极高的要求。然而，有限的星载资源与宇宙高辐射，使得天基云的可靠性面临极大的挑战。为此，首先分析星载受限环境下星载智能计算的可靠性问题；然后提出一种基于高速互连的星载异构智能计算架构，并基于该架构设计一种多模高可靠星载计算方法；最后通过理论分析，验证了所提出的计算架构和计算方案的可靠性。

Abstract

The ultra-high speed and massive access requirements of native intelligence 6G have placed extremely high demands on the computing and storage capabilities of space-based cloud infrastructure. However

due to constrained onboard resources and high cosmic radiation

the reliability of space-based cloud systems faces significant challenges.To address this issues

this paper first analyzed the reliability of onboard intelligent computing within a resource-constrained onboard environment. Next

a high-speed

interconnected heterogeneous onboard intelligent computing architecture was proposed

and a multi-modehigh-reliability onboard computing method was designed based on this architecture. Finally

the reliability of the proposed computing architecture and scheme was validated through theoretical analysis.

关键词

Keywords

references

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