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arXiv 2408.07063cs.RO
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HADRON:面向军用无人机作战的人性化控制与人工智能

HADRON: Human-friendly Control and Artificial Intelligence for Military Drone Operations

Royal Military Academy of Brussels(布鲁塞尔皇家军事学院)

Ana M. Casado Faulí, Mario Malizia, Ken Hasselmann, Emile Le Flécher, Geert De Cubber, Ben Lauwens

AI总结:

HADRON项目开发测试多项新技术,从直观控制、多机指挥监督、AI辅助半自动化数据处理三方面实现军用无人机蜂群的人性化控制,降低操作员培训需求与认知负荷。

摘要:

随着无人机越来越深入地融入社会,更多未受过训练的用户需要具备操作无人机的能力。这一场景将通过开发人工智能能力来实现,这些能力可辅助人类操作员控制无人机系统(Unmanned Aerial System, UAS)并处理传感器数据,从而降低对操作员进行大量培训的需求。本文介绍了HADRON项目,该项目旨在开发并测试多项新型技术,以实现无人机蜂群的人性化控制。该项目分为三个主要部分:第一部分整合多种用于无人机直观控制的技术,面向新手或无经验的飞行员与操作员;第二部分聚焦开发可由指挥控制站操控的多无人机系统,由专业飞行员监督多架无人机的运行;第三部分致力于减轻人类操作员(无论新手还是专业飞行员)的认知负荷,为此将开发AI工具,以半自动化实时数据处理的方式为无人机操作员提供辅助。

英文摘要:

As drones are getting more and more entangled in our society, more untrained users require the capability to operate them. This scenario is to be achieved through the development of artificial intelligence capabilities assisting the human operator in controlling the Unmanned Aerial System (UAS) and processing the sensor data, thereby alleviating the need for extensive operator training. This paper presents the HADRON project that seeks to develop and test multiple novel technologies to enable human-friendly control of drone swarms. This project is divided into three main parts. The first part consists of the integration of different technologies for the intuitive control of drones, focusing on novice or inexperienced pilots and operators. The second part focuses on the development of a multi-drone system that will be controlled from a command and control station, in which an expert pilot can supervise the operations of the multiple drones. The third part of the project will focus on reducing the cognitive load on human operators, whether they are novice or expert pilots. For this, we will develop AI tools that will assist drone operators with semi-automated real-time data processing.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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