ADS-B统计数据的位置导航不确定类别质量分析

doi:10.7527/S1000-6893.2015.0004

Abstract

Abstract:

In order to fuse the automatic dependent surveillance-broadcast (ADS-B) track with the radar track with high-quality, it is very important to verify the quality of ADS-B track data and radar track data. Based on the analysis of the actual ADS-B track data, a new method to validate the accuracy and integrity of ADS-B track data is proposed, which uses the route as the reference. According to ADS-B messages for different navigation uncertain category for position (NUCp) values, the method uses the statistical bias between the track point and the route centerline as the actual location error. Using the Quantile-Quantile figure method to test the actual position error for normal distribution, the method gains the actual error confidence interval at the confidence level of 99%, which is a reliable error range for different NUCp values. When using the weighted average method to fuse ADS-B track and radar track, according to experimental results, we could increase the weight for the ADS-B track data of NUCp value being 5 or 6 and reduce the weight in the case of NUCp value being 7, which is different from traditional weight allocation.

Key words: automatic dependent surveillance-broadcast (ADS-B), navigation uncertain category for position (NUCp), track fusion, Quantile-Quantile figure, statistical analysis

CLC Number:

V355.1

SHEN Xiaoyun, TANG Peng, ZHANG Siyuan, JIAO Weidong. Quality analysis of navigation uncertain category for position based on ADS-B statistical data[J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2015, 36(9): 3128-3136.

References

[1] Civil Aviation Administration of China. China's civil aviation ADS-B implementation plan[S]. Beijing: Civil Aviation Administration of China, 2012 (in Chinese). 中国民用航空局. 中国民用航空ADS-B实施规划[S]. 北京: 中国民用航空局, 2012.
[2] Zhang J, Liu W, Zhu Y B. Study of ADS-B data evaluation[J]. Chinese Journal of Aeronautics, 2011, 24(4): 461-466.
[3] Sun Y, Wu R B. The data fusion of multi-radar and ADS-B in ATC automation system[C]//Proceedings of the 25th China (Tianjin) 2011 IT, Networking, Information Technology, Electronics, Instrumentation Innovations Conference. Tianjin: Tianjin Electronic Society, 2011: 10-14 (in Chinese). 孙沂, 吴仁彪. 空管自动化系统的多雷达与ADS-B数据融合技术综合[C]//第二十五届中国(天津)2011 IT、网络、信息技术、电子、仪器仪表创新学术会议论文集. 天津: 天津市电子学会, 2011: 10-14.
[4] Wu Z Y, Wang M H, Zhang R P, et al. ADS-B based algorithm for real-time optimal of radar biases[J]. Journal of Southwest Jiaotong University, 2013, 48(1): 102-106 (in Chinese). 吴振亚, 王明辉, 张瑞平, 等. 一种基于ADS-B的雷达误差实时融合校正算法[J]. 西南交通大学学报, 2013, 48(1): 102-106.
[5] Mueller R K. Quality of reported NACp in surveillance and broadcast services systems[C]//Proceedings of IEEE/AIAA 28th Digital Avionics System Conference. Piscataway, NJ: IEEE Press, 2009: 1-8.
[6] Lv Z P, Wang L L, Ni Y D. Navigation data resource availability of ADS-B[C]//Proceedings of 2011 International Conference on Transportation, Mechanical, and Electrical Engineering. Piscataway, NJ: IEEE Press, 2011: 572-575.
[7] Shen X Y, Tang P, Zhang S Y, et al. A method for soft failure detection of airborne GPS receiver[J]. Electronics Optics & Control, 2014, 21(10): 47-51 (in Chinese). 沈笑云, 唐鹏, 张思远, 等. 机载GPS接收机软故障检测方法的研究[J]. 电光与控制, 2014, 21(10): 47-51.
[8] Zhang X J, Qu J M, Zhang Q S. Research and development on automatic dependent surveillance system based on VHF datalink[J]. Journal of Beijing University of Aeronautics and Astronautics, 1999, 25(5): 521-523 (in Chinese). 张学军, 屈剑明, 张其善. 基于VHF数据链的自动相关监视系统[J]. 北京航空航天大学学报, 1999, 25(5): 521-523.
[9] Radio Technical Commission for Aeronautics (RTCA). DO-260 Minimum operational performance standards for 1090 MHz extended squatter automatic dependent surveillance broadcast (ADS-B)[S]. Washington, D.C.: RTCA, 2000.
[10] Civil Aviation Administration of China. The airworthiness and operational approval guidelines of 1090 MHz ES automatic dependent surveillance-broadcast in none radar areas[S]. Beijing: Civil Aviation Administration of China, 2010 (in Chinese). 中国民用航空局. 在无雷达区使用1090兆赫扩展电文广播式自动相关监视的适航和运行批准指南[S]. 北京: 中国民用航空局, 2010.
[11] Jiang Y P, Zhang J, Zhu Y B, et al. Analyzing ADS-B outage reasons[C]//Proceedings of the 15th Youth Annual Conference of Chinese Institute of Electronics. Beijing: Electronic Society of China, 2009: 94-97 (in Chinese). 蒋一平, 张军, 朱衍波, 等. 关于ADS-B实际运行中出现问题的分析[C]//中国电子学会第十五届青年学术年会论文集. 北京: 中国电子学会, 2009: 94-97.
[12] Civil Aviation Administration of China. ATC office issues a temporary using license for the ADS-B equipment manufactured by Jiuzhou atc company [EB/OL]. (2012-11-14) [2014-05-30]. http://www.caac.gov.cn/dev/kgbgs/GZDT/201211/t20121114_52490.html (in Chinese). 中国民用航空局. 空管办向九洲空管公司ADS-B设备颁发临时使用许可证[EB/OL]. (2012-11-14) [2014-05-30]. http://www.caac.gov.cn/dev/kgbgs/GZDT/201211/t20121114_52490.html.
[13] Zhang J Q. ATC latest application of new technology in China[EB/OL]. (2012-5-24) [2014-05-30]. http://news.carnoc.com/list/223/223338.html (in Chinese). 张建强. 空管新技术在中国的最新应用[EB/OL]. (2012-5-24) [2014-05-30]. http://news.carnoc.com/list/223/223338.html.
[14] Zhong J H, Liu W D, Wang D D, et al. Analysis on ADS-B surveillance data quality[J]. Journal of Xi'an Aeronautical University, 2013, 31(3): 72-75 (in Chinese). 钟建华, 刘卫东, 王冬冬, 等. ADS-B监视数据质量分析研究[J]. 西安航空学院学报, 2013, 31(3): 72-75.
[15] Wang H Y, Wang C, Zhao Y F. Research on air route safety separation based on ADS-B statistical data[J]. China Safety Science Journal, 2013, 23(2): 103-108 (in Chinese). 王红勇, 王晨, 赵嶷飞. 基于ADS-B统计数据的航路安全间隔研究[J]. 中国安全科学学报, 2013, 23(2): 103-108.
[16] Richard A J, Dean W W. Applied multivariate statistical analysis[M]. Lu X, Ye J, translated. Beijing: Tsinghua University Press, 2008: 135-139 (in Chinese). Richard A J, Dean W W. 实用多元统计分析[M]. 陆璇, 叶俊, 译. 北京: 清华大学出版社, 2008: 135-139.
[17] Cedrini V, Zacchei M, Zampognaro V. ADS-B 1090ES implementation: The CRISTAL-MED project[J]. IEEE Digital Communications- Enhanced Surveillance of Aircraft and Vehicles, 2008: 1-5.
[18] Zhang X J, Zhang Q S. Data fusion of ADS-SSR in air traffic management[J]. Journal of Beijing University of Aeronautics and Astronautics, 2001, 27(1): 24-27 (in Chinese). 张学军, 张其善. ATM中的ADS-SSR数据融合研究[J]. 北京航空航天大学学报, 2001, 27(1): 24-27.
[19] Besada J A, Garcia J, de Miguel G, et al. Data fusion algorithms based on radar and ADS measurements for ATC application[C]//Proceedings of the Record of the IEEE 2000 International Radar Conference. Piscataway, NJ: IEEE Press, 2000: 98-103.
[20] Bourgeois R L, Castella F R. System integrity and track accuracy methodology for the traffic information service-broadcast(TIS-B)[C]//Proceedings of the 23rd Digital Avionics System Conference. Piscataway, NJ: IEEE Press, 2004: 1.B.3-1-10.
[21] Bai S H. Variable period updating algorithm of multiradar and ADS data fusion[J]. Journal of Traffic and Transportation Engineering, 2007, 7(2): 19-23 (in Chinese). 白松浩. 多雷达与ADS数据融合的可变周期更新算法[J]. 交通运输工程学报, 2007, 7(2): 19-23.

Quality analysis of navigation uncertain category for position based on ADS-B statistical data

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