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ON THE EFFECTS OF ADS ALONG-TRACK POSITION ESTIMATION ERRORS ON LONGITUDINAL COLLISION RISK

机译:关于广告沿轨道位置估计误差对纵向碰撞风险的影响

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International Civil Aviation Organization (ICAO) has been documenting the need for system safety management in air traffic services (ATS) systems. When we try to change a part of ATS systems or procedures associated with safety, we have to demonstrate that the proposed change in the systems would be safe against the predetermined safety objective. Therefore, the safety assessment is required prior to the implementation of the new system. Mathematical collision risk modeling is an approach for quantitative safety assessment. The Reich model is the one, which has been widely used for the determination of separation minima. Several collision risk models based on the Reich model have been developed and applied to several practical cases. A Japanese oceanic air traffic control system based on Automatic Dependent Surveillance (ADS) displays interpolated aircraft positions using the information on the down-linked present position and predicted future position (based on the estimated average speed and elapsed time to the next reporting position) of aircraft. In this system, the interpolation errors increase with the elapsed time from the latest reported time. The longitudinal collision risk estimation for the oceanic airspace under the ADS environment is of our great concerns. The longitudinal overlap probability is one of the key parameters of a longitudinal collision risk model. It depends upon the distribution shape of the position estimation (interpolation) errors. When considering the longitudinal collision risk for aircraft pairs, in general, the case where the effects of the interpolation errors on the relative position estimation errors become maximal has been assumed as the worst case. In this case, it has been believed that the case of the simultaneous reporting is the most conservative. Recently, the empirical distribution of the ADS along-track position prediction (estimation) errors observed in the North Pacific showed the bias and non-symmetric shape. In this case, the assumption of the simultaneous reporting might not be valid for the case where the interpolation error distribution has a non-zero bias. This paper examines the validity of the assumption of the simultaneous reporting from the viewpoint of longitudinal overlap probability using a double exponential distribution model with a bias. The results of the analyses indicated that the assumption was not necessarily valid for the case. This paper also discusses the effects of ADS along-track position estimation errors on the longitudinal collision risk for aircraft flying in the airspace under consideration.
机译:国际民航组织(ICAO)一直在记录空中交通服务(ATS)系统中的系统安全管理。当我们尝试改变与安全相关的ATS系统或程序的一部分时,我们必须证明系统的提出变化将安全地防止预定的安全目标。因此,在实施新系统之前需要安全评估。数学碰撞风险建模是一种定量安全评估的方法。 Reich模型是一种广泛用于分离最小值的型号。已经开发了基于REICH模型的几种碰撞风险模型,并应用于几种实际情况。基于自动依赖监视(广告)的日本海洋空气交通管制系统使用关于下链接的当前位置的信息和预测未来位置(基于估计的平均速度和下一个报告位置的经过时间),显示内插飞机位置飞机。在该系统中,插值误差随着最新报告时间的经过时间而增加。广告环境下海洋空域的纵向碰撞风险估计是我们的巨大关注。纵向重叠概率是纵向碰撞风险模型的关键参数之一。这取决于位置估计(插值)误差的分布形状。当考虑飞机对的纵向碰撞风险时,通常,已经假定了作为最坏情况的相对位置估计误差对相对位置估计误差的内插误差的影响。在这种情况下,有人认为,同时报告的情况是最保守的。最近,在北太地区观察到的轨道位置预测(估计)误差的经验分布显示了偏置和非对称形状。在这种情况下,同时报告的假设可能对插值误差分布具有非零偏置的情况无效。本文从使用双指数分布模型具有偏差的双指数分布模型,检查了从纵向重叠概率的观点来检查同时报告的假设的有效性。分析结果表明,假设不一定适用于案例。本文还讨论了广告沿着轨道位置估计误差对所考虑的空域飞行飞机纵向碰撞风险的影响。

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