Influence factors of probability of detection test on surveillance systems

Ning Xu, Chun-Hung Chen, Scott Hauswald, C. Evers
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引用次数: 3

Abstract

The current surveillance systems, especially the enhanced en-route system and the advance surface movement guidance and control system (A-SMGCS), are an integration of various techniques, primary surveillance radar (PSR), secondary surveillance radar (SSR), Multilateration (MLAT), and Automatic Dependent Surveillance — Broadcast(ADS-B). The performances of these systems are often evaluated based on their compliance with the guidance document of performance specifications and test procedures for civil aviation equipment. One of the key performance parameters is Probability of Detection (PD). For a stable surveillance system, the value of PD tends to be fixed and the confidence level of the evaluation test rises as the sample size increases. However, in practice, tradeoffs have to be made between sampling time and precision of estimation. This paper discusses the impact of influence factors on the PD estimation in surveillance systems. The theoretical relations with the significance level and the deviation of measured PD from the required PD are presented. Recommended sample size tables are presented in the discussion for MLAT, ADS-B, and SSR respectively for reference.
监控系统检测试验概率的影响因素
目前的监视系统,特别是增强的航路系统和先进的水面运动制导和控制系统(A-SMGCS),是各种技术的集成,包括初级监视雷达(PSR)、次级监视雷达(SSR)、多层监视(MLAT)和自动相关监视-广播(ADS-B)。这些系统的性能通常是根据其是否符合民用航空设备性能规范和测试程序的指导文件来评估的。其中一个关键性能参数是检测概率(PD)。对于稳定的监测系统,PD值趋于固定,评价检验的置信度随着样本量的增加而升高。然而,在实践中,必须在采样时间和估计精度之间进行权衡。本文讨论了监控系统中各种影响因素对PD估计的影响。给出了显著性水平和实测PD与要求PD的偏差之间的理论关系。讨论中分别给出了MLAT、ADS-B和SSR的推荐样本量表,供参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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