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面向低空智联网频谱认知与决策的云边端融合体系架构

董超 经宇骞 屈毓锛 周博 黄洋 贾子晔 戴海鹏 吴启晖

通信学报2023,Vol.44Issue(11):1-12,12.
通信学报2023,Vol.44Issue(11):1-12,12.DOI:10.11959/j.issn.1000-436x.2023228

面向低空智联网频谱认知与决策的云边端融合体系架构

Cloud-edge-device fusion architecture oriented to spectrum cognition and decision in low altitude intelligence network

董超 1经宇骞 1屈毓锛 1周博 1黄洋 1贾子晔 1戴海鹏 2吴启晖1

作者信息

  • 1. 南京航空航天大学电子信息工程学院/集成电路学院,江苏 南京 210016||电磁频谱空间动态认知系统工业和信息化部重点实验室,江苏 南京 210016
  • 2. 南京大学计算机科学与技术系,江苏 南京 210008
  • 折叠

摘要

Abstract

A new architecture for the typical application scenario of low altitude intelligence network spectrum cognition and decision was introduced.Firstly,the challenges of spectrum security management and efficient sharing in low altitude intel-ligence network were analyzed,and the key scientific problems that need to be solved were summarized.Secondly,to sup-port the spectrum management and sharing of low altitude intelligence network through deep integration of cloud,edge,and device,the cloud-edge-device fusion architecture for low altitude intelligence network spectrum cognition and decision was proposed.Then,the key technologies such as fast and accurate spectrum recognition and agile adaptive decision making based on cloud-edge-device fusion were discussed.Finally,the future research direction of the architecture was introduced.

关键词

低空智联网/频谱认知与决策/云边端融合/协同学习/协同推理

Key words

low altitude intelligence network/spectral cognitive and decision/cloud-edge-device fusion/collaborative learning/collaborative inference

分类

信息技术与安全科学

引用本文复制引用

董超,经宇骞,屈毓锛,周博,黄洋,贾子晔,戴海鹏,吴启晖..面向低空智联网频谱认知与决策的云边端融合体系架构[J].通信学报,2023,44(11):1-12,12.

基金项目

国家自然科学基金资助项目(No.61931011,No.62072303,No.62231015,No.62201255) Foundation Item:The National Natural Science Foundation of China(No.61931011,No.62072303,No.62231015,No.62201255) (No.61931011,No.62072303,No.62231015,No.62201255)

通信学报

OA北大核心CSCDCSTPCD

1000-436X

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