Collision risk quantification for pairs of recorded aircraft trajectories

IF 1.9 4区 工程技术 Q2 ENGINEERING, MARINE Journal of Navigation Pub Date : 2023-03-01 DOI:10.1017/S0373463323000085
Valtteri Kallinen, Steve Barry, A. Mcfadyen
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Abstract

Abstract Complex domestic airspace requires collision risk models and monitoring tools suitable for arbitrary aircraft trajectories. This paper presents a new mathematically based collision risk approach that extends the International Civil Aviation Organisation (ICAO) models to full aircraft encounters based on real trajectory data. A new continuous time intervention model is presented, along with a position uncertainty propagation model that better reflects aircraft behaviour and allows generalisation to all trajectories to eliminate degenerate cases. The proposed risk model is computationally efficient compared to the models it is based on and can be applied to large-scale trajectory data. The utility of the model is demonstrated through a series of case studies using real aircraft trajectories.
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记录的成对飞机轨迹的碰撞风险量化
复杂的国内空域需要适用于任意飞行轨迹的碰撞风险模型和监测工具。本文提出了一种新的基于数学的碰撞风险方法,将国际民用航空组织(ICAO)模型扩展到基于真实轨迹数据的全飞机碰撞。提出了一种新的连续时间干预模型,以及一个位置不确定性传播模型,该模型更好地反映了飞机的行为,并允许推广到所有轨迹以消除退化情况。所提出的风险模型比其所基于的模型计算效率高,可以应用于大规模的轨迹数据。通过使用真实飞机轨迹的一系列案例研究,证明了该模型的实用性。
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来源期刊
Journal of Navigation
Journal of Navigation 工程技术-工程:海洋
CiteScore
6.10
自引率
4.20%
发文量
59
审稿时长
4.6 months
期刊介绍: The Journal of Navigation contains original papers on the science of navigation by man and animals over land and sea and through air and space, including a selection of papers presented at meetings of the Institute and other organisations associated with navigation. Papers cover every aspect of navigation, from the highly technical to the descriptive and historical. Subjects include electronics, astronomy, mathematics, cartography, command and control, psychology and zoology, operational research, risk analysis, theoretical physics, operation in hostile environments, instrumentation, ergonomics, financial planning and law. The journal also publishes selected papers and reports from the Institute’s special interest groups. Contributions come from all parts of the world.
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