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| Research on Intelligent Combat Architecture Based on Cloud-Edge-End Collaboration |
| CUI Kexin1， YAO Qinglu1， LI Xinjie2， PAN Jun3， SUI Yi2 |
| 1. Shanghai Aerospace Electronic Communication Equipment Research Institute， Shanghai 201109， China；
2. Unit 93145 of the Chinese People's Liberation Army， Shanghai 201109， China；
3. Shanghai Electro-Mechanical Engineering Institute， Shanghai 201109， China |
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Abstract To address the challenges of high latency, limited bandwidth and poor resilience of traditional centralized architectures in intelligent warfare, this paper proposes an intelligent combat architecture based on cloud-edge-end collaboration. By analyzing the requirements of intelligent combat and the limitations of traditional architectures, a three-layer collaborative architecture consisting of cloud platform, edge nodes and combat terminals is designed. Three dynamic operating modes are defined: full-connected collaboration, edge autonomy and terminal autonomy. On this basis, a computation offloading optimization model is constructed, and key technologies including layered situation fusion and resilient fault tolerance are discussed. Finally, qualitative deduction of typical combat scenarios and quantitative simulation using a self-developed engine verify that the proposed architecture is feasible and effective in reducing communication load, cutting response latency and improving system resilience.
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Received: 24 February 2026
Published: 10 July 2026
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2026, Vol. 9 
