对驾驶人机融合智能交互和信任理论模型的研究
Ya Duan1, Yandong Cai2, Ran Peng2
1Institute of Solid Mechanics, School of Aerospace Engineering, Tsinghua University, Beijing, China.
Frontiers in neuroscience
|March 19, 2024
概括
这项研究分析了空中战斗中的人机融合智能,提出了三个发展阶段. 当前的挑战包括指导人机交互和信任的实验研究,以提高任务绩效.
科学领域:
- 航空科学 航空科学
- 人与机器的互动 人与机器的互动
- 人工智能的人工智能
背景情况:
- 空战理论,特别是博伊德的观察方向-决策-行动 (OODA) 模型,为理解作战成功提供了一个框架.
- 在空中战斗中,跨代人机器协作正在经历不同的发展阶段.
- 目前向第二阶段的过渡凸显了人机融合相互作用和信任的实验研究中的挑战.
研究的目的:
- 分析基于空中战斗理论的跨世代人机协作中的作战分工模式.
- 为人机融合相互作用和对空战的信任提出一个理论模型.
- 为设计航空设备中的智能协作交互模式提供方法支持.
主要方法:
- 使用博伊德的OODA理论分析运营部门模式.
- 应用决策神经科学原理和供需理论来分析决策模式.
- 调查任务需求,操作限制和性能之间的相关性.
主要成果:
- 航空战斗人机融合情报的三个阶段被确定为:分离,信任和整合.
- 开发了一个人机融合相互作用和信任的理论模型,揭示了机械合.
- 该模型旨在优化决策流程,以提高任务绩效.
结论:
- 从人机分离到信任的转变正在进行中,研究中有显著的差距.
- 优化人机决策对于提高空中作战任务性能至关重要.
- 拟议的模型为在航空领域开发先进的人机协作系统提供了有价值的见解.
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