管制空域违例及警告系统

Yousra Almathami, R. Ammar
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引用次数: 3

摘要

空中交通管制员(ATC)每天面临的主要问题是管制空域(CAS)侵权。违章是指飞机未经空中交通管制中心事先许可就进入卡斯。这些侵权行为可能导致与在CAS内飞行的商用飞机发生冲突或空中碰撞。因此,空中交通管制中心使用了一种称为管制空域侵犯工具(CAIT)的地面安全网,如果有任何飞机在管制空域(UCAS)内侵入(CAS),就会发出警告。在我们之前的论文中,我们开发了一个概率CAS侵权工具(PCAIT),该工具使用卡尔曼滤波器预测未来飞机的位置并计算它们的侵权概率。在本文中,我们回顾了CAS侵权背后的因素,并基于这些因素构建了一个分类器,以增强我们对未来侵权行为的决策能力。这种模式的“预警系统”可以为空中交通管制中心提供更多的时间来解决未来可能发生的冲突。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Controlled Airspace infringements and warning system
A major concern for Air traffic controllers (ATC) are facing on a daily basis are controlled Airspace (CAS) infringements. An infringement is when aircraft penetrates CASs without an advanced clearance from the ATC. These infringement may cause a conflict or a midair collision with a commercial aircraft flying within CAS. As a result, a ground based safety net called Controlled Airspace infringement Tool (CAIT) is used by ATCs which warns them if any aircraft within uncontrolled airspace (UCAS) has penetrated (CAS). In our previous paper, we developed a probabilistic CAS infringement tool (PCAIT) that predicts future aircraft locations using the Kalman filter and calculate their probability of infringement. In this paper, we review the factors behind CAS infringements and build a classifier based on them to enhance our decision about future infringements. This model “warning system” could provide ATCs with more time to resolve any possible future conflicts.
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