意图驱动的无人机集群网络:管理架构、关键技术与未来展望  

Intent-based UAV swarm network:management architecture,key technologies,and future vision

作　　者：李璇[1] 李海岩 张璐[1] 张雨航 张豪杰 LI Xuan;LI Haiyan;ZHANG Lu;ZHANG Yuhang;ZHANG Haojie(Beijing University of Posts and Telecommunications,Beijing 100876,China)

机构地区：[1]北京邮电大学,北京100876

出　　处：《电信科学》2024年第7期108-120,共13页Telecommunications Science

摘　　要：作为空天地一体化网络的重要组成部分,无人机集群已在紧急搜救、攻防对抗、情报侦察与监视等复杂任务中展示出广阔的应用前景。无人系统技术的升级革新和多机协同智能应用的日益丰富对无人机集群网络的信息交互能力提出新的要求。意图驱动网络架构下,无人机集群自主管理网络,简化了网络管理的复杂性。将意图驱动网络引入无人机集群系统,亟须突破智慧自治网络技术,提升智能群体面对高动态性和不确定性环境的适应能力,这为无人机集群的协同操作和智能决策提供了新的视角和方法。围绕意图驱动的无人机集群网络管理架构、关键技术和未来展望展开了深入的分析和讨论,旨在为无人机集群网络的未来发展提供坚实的理论基础和技术参考。As an integral part to the air,space and ground integrated network,unmanned aerial vehicle(UAV)swarms have shown broad application prospects in complex tasks such as emergency search and rescue,offensive and defensive confrontation,intelligence reconnaissance and surveillance.The advancements in unmanned technology,coupled with the increasingly rich applications of multi-UAV collaborative intelligence,have engendered new requisites for the information exchange capabilities within UAV swarm networks.Under the umbrella of intent-based network architecture,UAV swarms are capable of autonomously managing the network,thereby mitigating the intricacies inherent in network management.Introducing intent-driven network into UAV swarm systems urgently requires breakthroughs in smart autonomous network technology to enhance the adaptability of intelligent groups in high-dynamic and uncertain environments.A new perspective and method for the collaborative operation and intelligent decision-making of UAV swarms was provided.The architecture,key technologies,and prospects of intent-based UAV swarm networks management were reviewed.Through in-depth analysis and discussion,a solid theoretical foundation and technical reference were aimed to be provided for the future development of UAV swarms.

关 键 词：无人机集群 意图驱动网络 智能策略 

分 类 号：TP393[自动化与计算机技术—计算机应用技术]