无线电工程2024,Vol.54Issue(12) :2923-2932.DOI:10.3969/j.issn.1003-3106.2024.12.020

基于多模态大模型的智能无人机系统:总结与展望

Review of Intelligent UAV Systems Based on Large Multimodal Models

刘畅行 陈思衡 杨峰
无线电工程2024,Vol.54Issue(12) :2923-2932.DOI:10.3969/j.issn.1003-3106.2024.12.020

基于多模态大模型的智能无人机系统:总结与展望

Review of Intelligent UAV Systems Based on Large Multimodal Models

刘畅行 1陈思衡 1杨峰1
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作者信息

  • 1. 上海交通大学 电子信息与电气工程学院,上海 200240
  • 折叠

摘要

多模态大模型的出现和发展带来了无人机系统智能化的方向,将其高效集成进无人机系统能够显著提升无人机智能体的自主性和灵活性,在多个领域发挥无人机的作用.为促进相关研究,说明了多模态大模型和无人机系统集成的重要性,详细介绍了多模态大模型的发展和应用现状,列举了多模态大模型能为无人机系统提供的人机交互、智能感知、自主决策和群体协同上的革新能力,阐明了其应用范围和面临的挑战,为无人机智能化发展提供了一定参考.

Abstract

The emergence and development of multimodal large models have brought a direction for the intelligent development of Unmanned Aerial Vehicle(UAV)systems,and the efficient integration of multimodal large models into UAV systems can significantly enhance the autonomy and flexibility of UAV agents,enabling them to play a greater role in multiple fields.The importance of the integration of multimodal large models with UAV systems is explained,and a detailed introduction to the development and application status of multimodal large models is provided.Then,the innovative capabilities multimodal large models can provide for human-machine interaction,intelligent perception,autonomous decision-making,and group collaboration in UAV systems are listed.Finally,the application scope and challenges of multimodal large models are presented,which provides a reference for the intelligent development of UAVs.

关键词

多模态大模型/无人机系统/自主决策/智能感知/人机交互

Key words

multimodal large model/UAV systems/autonomous decision-making/intelligent perception/human-machine interaction

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出版年

2024
无线电工程
中国电子科技集团公司第五十四研究所

无线电工程

影响因子:0.667
ISSN:1003-3106
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