Exploring Human autonomy teaming methods in challenging environments: the case of uncrewed system (UxS) solutions – challenges and opportunities (with AI)

Rune Stensrud, Sigmund Valaker, Olav Rune Nummedal
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Abstract

Current uncrewed system (UxS) solutions tend to operate with tightly coupled Command and Control systems, making it difficult to contribute to operating as an integrated force. The case presented in this article is used to reason at the conceptual level about the different requirements and approaches for a future Norwegian UxS Integrated C2 system in order to inform the national development of an UxS Integrated C2 Reference Architecture. This is one in a series of papers that will develop a mission engineering approach and represents functional analysis needed for future acquisition of Norwegian UxS. Based on this work and the development of the situated Cognitive Engineering (sCE)-method eliciting knowledge, and knowledge acquisition information, we make key findings for outlining a strategic guide for an initial Norwegian UxS reference system and set-up (manning, organization and technical know-how).UxS solutions must be available to support ISR services for a variety of tasks and units on all military branches and levels. An UxS reference system must be adapted to the operational area and be available to operate within a harsh environment at the Northern Flank of NATO supporting those who need the information. Modern UxS solutions are based on human control and management, which entails human autonomy teaming which can be labour-intensive, with the potential for cognitive overload as well as bottlenecks in information processing. In the article, we presents a framework that support future acquisition of Norwegian UxS that suggests that autonomy must be distributed to reduce vulnerability and be scalable to handle emergency adapted the Northern Flank of NATO environment e.g. an autonomous system that interacts with its surroundings demonstrating a cooperative design approach with new opportunities (e.g. with and without AI support). We claim that a common future acquisition framework of Norwegian UxS applications (with AI) can reduce the burden on the operator based on results from our Functional Analysis (sCE-method) and empirical studies.
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在具有挑战性的环境中探索人类自主团队方法:无人系统(UxS)解决方案的案例-挑战和机遇(与人工智能)
目前的无人系统(UxS)解决方案倾向于与紧密耦合的指挥和控制系统一起操作,这使得其难以作为一支综合部队进行操作。本文介绍的案例用于在概念层面上推断未来挪威UxS集成C2系统的不同需求和方法,以便为UxS集成C2参考体系结构的国家开发提供信息。这是一系列论文中的一篇,将开发一种任务工程方法,并代表未来采购挪威UxS所需的功能分析。基于这项工作和情境认知工程(sCE)的发展-获取知识和知识获取信息的方法,我们为概述初始挪威UxS参考系统和设置(人员配置,组织和技术诀窍)的战略指南做出了关键发现。UxS解决方案必须可用于支持所有军事部门和级别的各种任务和单位的ISR服务。UxS参考系统必须适应作战区域,并可在北约北翼的恶劣环境中运行,支持那些需要信息的人。现代ux解决方案基于人类控制和管理,这需要人类自主团队,这可能是劳动密集型的,有可能出现认知超载和信息处理瓶颈。在本文中,我们提出了一个支持未来挪威ux采购的框架,该框架表明必须分配自主权以减少脆弱性,并可扩展以处理适应北约北翼环境的紧急情况,例如,与周围环境相互作用的自治系统,展示了具有新机会的协作设计方法(例如,有无人工智能支持)。根据我们的功能分析(sce方法)和实证研究的结果,我们声称挪威UxS应用程序的共同未来采集框架(带有AI)可以减轻运营商的负担。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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