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Coloured Petri net-based traffic collision avoidance system encounter model for the analysis of potential induced collisions

机译:基于有色petri网的交通冲突避免系统遇到的潜在诱发碰撞分析模型

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摘要

The Traffic Alert and Collision Avoidance System (TCAS) is a world-wide accepted lastresort means of reducing the probability and frequency of mid-air collisions between aircraft. Unfortunately, it is widely known that in congested airspace, the use of the TCAS may actually lead to induced collisions. Therefore, further research regarding TCAS logic is\udrequired. In this paper, an encounter model is formalised to identify all of the potential collision scenarios that can be induced by a resolution advisory that was generated previously by the TCAS without considering the downstream consequences in the surrounding\udtraffic. The existing encounter models focus on checking and validating the potential collisions between trajectories of a specific scenario. In contrast, the innovative approach described in this paper concentrates on quantitative analysis of the different induced collision scenarios that could be reached for a given initial trajectory and a rough specification\udof the surrounding traffic. This approach provides valuable information at the operational level. Furthermore, the proposed encounter model can be used as a test-bed to evaluate future TCAS logic changes to mitigate potential induced collisions in hot spot volumes. In addition, the encounter model is described by means of the coloured Petri net (CPN) formalism. The resulting state space provides a deep understanding of the cause-and-effect relationship that each TCAS action proposed to avoid an actual collision with a potential new collision in the surrounding traffic. Quantitative simulation results are conducted to validate the proposed encounter model, and the resulting collision scenarios are summarised as valuable information for future Air Traffic Management (ATM) systems.
机译:交通预警和防撞系统(TCAS)是世界范围内公认的减少飞机之间空中碰撞的可能性和频率的最后手段。不幸的是,众所周知,在拥挤的空域中,使用TCAS实际上可能导致诱发的碰撞。因此,需要对TCAS逻辑进行进一步的研究。在本文中,遇到模型被形式化以识别所有可能由TCAS先前生成的解决方案建议引起的潜在碰撞情况,而无需考虑周围交通的下游后果。现有的遭遇模型专注于检查和验证特定场景的轨迹之间的潜在碰撞。相比之下,本文描述的创新方法集中于对给定的初始轨迹和周围交通的粗略规范\ ud可以达到的不同诱发碰撞场景的定量分析。这种方法在操作级别提供了有价值的信息。此外,所提出的遭遇模型可以用作评估未来TCAS逻辑变化的测试平台,以减轻热点区域中潜在的诱发碰撞。此外,通过有色Petri网(CPN)形式主义描述了遇到模型。结果状态空间提供了对因果关系的深刻理解,每个TCAS行动都提出了这种因果关系,以避免实际碰撞与周围交通中潜在的新碰撞。进行了定量模拟结果以验证所提出的遭遇模型,并将由此产生的碰撞场景总结为对将来的空中交通管理(ATM)系统有用的信息。

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