流体力学、飞行力学与发动机

用户端自主完好性监测研究综述

  • 杨传森 徐肖豪 刘瑞华
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  • 1. 南京航空航天大学 民航学院,
    2. 中国民航大学
    3.

收稿日期: 2011-09-13

  修回日期: 2012-10-06

  网络出版日期: 2012-10-18

Review and Prospect of Receiver Autonomous Integrity Motoring

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Received date: 2011-09-13

  Revised date: 2012-10-06

  Online published: 2012-10-18

摘要

随着全球卫星导航系统的快速发展,对航空安全提出了挑战,完好性监测问题愈发凸显,用户端自主完好性监测是研究的重点之一。针对用户端自主完好性监测问题,介绍了所需导航性能的四个重要参数,包括精度、完好性、连续性和可用性。从单卫星故障下的用户端自主完好性监测、多卫星故障下的用户端自主完好性监测、高斯噪声下的用户端自主完好性监测三个方面,综述了国内外相关的重要研究,主要涉及了三个层次内容:算法、计算保护限值和可用性,并指出了目前研究存在的不足。介绍了近期研究的新趋势与取得的成果。最后,展望了未来的研究方向。

本文引用格式

杨传森 徐肖豪 刘瑞华 . 用户端自主完好性监测研究综述[J]. 航空学报, 0 , 0(0) : 0 -0 . DOI: 10.7527/S1000-6893.2013.0081

Abstract

With the development of global navigation satellite system, the safety of civil aviation is a new challenge to face, and the integrity monitoring problems become more prominent. The receiver autonomous integrity motoring is one of important research. For receiver autonomous integrity motoring, the system must provide the required navigation performance for civil aviation, specified in terms of the four parameters of accuracy, integrity, continuity and availability. The recent developments in related fields were reviewed, including receiver autonomous integrity motoring under single and multiply satellite failure at a time, and under Gaussian noise environment, especially involving the algorithm, the protection limit and the availability. And then the shortcomings of the research were pointing out. In addition, the new trends and the recent research results were introduced. Moreover, the future research direction were prospected.

参考文献

[ ]张军.空域监视技术的新进展及应用[J].航空学报,2011,32(1):1-14).
Zhang Jun. New development and application of airspace surveillance technology[J]. Acta Aeronautica et Astronautica Sinica, 2011,32(1):1-14 (in Chinese).
[ ]牛飞.GNSS完好性增强理论与方法研究[D].解放军信息工程大学测绘学院,2008.
Niu Fei. Theory and Technique on GNSS Integrity Augment [D]. Institute of Surveying and Mapping,Information Engineering University,2008 (in Chinese).
[ ]陈金平. GPS完善性增强[D]. 解放军信息工程大学测绘学院,2001.
Chen Jin-ping. Research of GPS Integrity Augmentation[D]. Institute of Surveying and Mapping,Information Engineering University,2001 (in Chinese).
[ ] Xue R, Zhang J, Zhu Y B. Cascade dual frequency smoothing for local area augmentation system[J]. Chinese Journal of Aeronautics,2009,22(1):49-55.
[ ] Huang Z G, Zhu Y B. A new optimal Hatch filter to minimize the effects of ionosphere gradients for GBAS[J]. Chinese Journal of Aeronautics,2008,21(6):526-532.
[ ] 吕小平. 发展我国的GNSS完好性监测系统(一)[J].空中交通管理,2004,3:6-10.
Lu Xiao-ping. Developing GNSS Integrity Monitoring System in China(一) [J].Air Traffic Management, 2004,3:6-10(in Chinese).
[ ] Ochieng W.Y. et al. GPS integrity and potential impact on aviation safety [J]. The Journal of Navigation 2003 56:51-65.
[ ] Per Enge. Local Area Augmentation of GPS for the Precision Approach of Aircraft[C]. Proceedings of the IEEE, JANUARY 1999, 87(1):111-131.
[ ] Sam Pullen, Jason Rife, and Per Enge. Prior Probability Model Development to Support System Safety Verification in the Presence of Anomalies[C]. Proceedings of ION PLANS06, 2006.
[ ] R.G. Brown, P.W.Mcburney. Self-contained GPS Integrity Check Using Maximum Solution Separation[J]. Navigation, Journal of the Institute of Navigation,1988,35(1): 41-53.
[ ] Y. Lee. Analysis of Range and Position comparison Methods as a Means to Provide GPS Integrity in the User Receiver[C]. Proceedings of the 42 Annual Meeting, Washington,D.C. June 1986:1-4.
[ ] B.W. Parkinson, P. Axelrad. Autonomous GPS Integrity Monitoring Using the Pseudorange Residual[J]. Navigation,Journal of the Institute of Navigation, 1988, 35(2): 255-274.
[ ] M. A. Sturza. Navigation System Integrity Monitoring Using Redundant Measurement[J]. Navigation, Journal of the Institute of Navigation, 1988,35(2):92-99.
[ ]T.walter, P.Enge. Weighted RAIM for Precision Approach [C]. Proceedings of ION GPS-95,1995.
[ ] J.C. Juang. On GPS position and integrity monitoring[J]. IEEE Trans. on Aerospace and Electronics Systems, 2000, 36(1): 327-336.
[ ] R. G. Brown. A Baseline GPS RAIM Scheme and a note on the Equivalence of Three RAIM Methods[J]. Navigation, Journal of the Institute of Navigation, 1992, 39(3): 301–316.
[ ] 王永超, 黄智刚, 孙国良. 三种导航卫星故障识别方法的等价性研究[J].遥测遥控,2006,27(1):51-55.
Wang Yong-chao, Huang Zhi-gang. Research on the Equivalence among Three Satellite Fault Identification Algorithms[J]. Journal of Telemetry,Tracking and Command, 2006,27(1):51-55 (in Chinese).
[ ] Daly, K.C., Gai, E., Harrision, J.V. Generalized Likelihood Test for FDI in Redundant Sensor Configuration [J]. Journal of Guidance and control, 1979, 2 (1): 9-17.
[ ] 杨静, 张洪钺. 卫星故障诊断的最优奇偶向量法[J]. 航空学报, 2002, 23(2): 183-186.
Yang Jing, Zhang Hong-yue. Satellite fault diagnosis based on optimal parity vector method[J]. Acta Aeronautica et Astronautica Sinica, 2002,23(2):183-186 (in Chinese).
[ ] 金宏,张洪钺,金忠. 对特定传感器故障敏感的最优奇偶向量检测与隔离方法[J].航空学报, 1997, 18(4): 385-387.
Jin Hong, Zhang Hong-yue, Jin Zhong. Fault Detection and Isolation Using Optimal Parity Vector Sensitive to Special Sensor Fault[J]. Acta Aeronautica et Astronautica Sinica, 1997, 18(4): 385-387 (in Chinese).
[ ] Chuansen Yang, Xiaohao XU, Ruihua Liu, et al. An Improved RAIM Algorithm Based on the Total Least Squares[C].2008 International Conference on Computational Intelligence and Security, Shuzhou, China, 2008:319-324.
[ ] R.G. Brown, P. Hwang. GPS Failure Detection by Autonomous Means Within The CockPit[C]. Proceedings of ION 42nd Annual Meeting,1986.
[ ] 胡国荣,欧吉坤.改进的高动态GPS定位自适应卡尔曼滤波方法[J].测绘学报,1999, 28(4) :290-294.
Hu Guo-rong, Ou Ji-kun. The Improved Method of Adaptive Kalman Filtering for GPS High Kinematic Positioning[J]. Acta Geodaetica et Cartographica Sinica,1999, 28(4) :290-294 (in Chinese).
[ ] 孙国良,孙晓萌,陈金平.时-集综合的接收机自主完好性监测方法研究[J]. 航空学报, 2006, 27(6): 1171-1175.
Sun Guo-liang, Sun Ming-han, Chen Jin-ping. A study on time and set combined method for receiver integrity autonomous monitoring[J]. Acta Aeronautica et Astronautica Sinica, 2006,27(6):1171-1175 (in Chinese).
[ ] YANG Yuan-xi,GAO Wei-guang. A New Learning Statisticfor Adaptive Filter Based on Predicted Residuals[J]. Progress in Natural Science,2006,16(8):833-837.
[ ] Yang Yuan-xi, Gao Wei-guang. An Optimal Adaptive Kalman Filtering[J]. Journal of Geodesy,2006,80:177-183.
[ ] Leppakoski H, Kuusniemi H, Takala J. RAIM and Complementary Kalman Filtering for GNSS Reliability Enhancement[C]. 2006 IEEE/ION Position Location and Navigation Symposium,2006:948-956.
[ ] 任锴,杨力. GPS和GLONASS系统下RAIM空洞预报[J].全球定位系统,2009, 4:25-28.
Ren Kai,Yang Li. Predicting RAIM Holes of GPS and GLONASS[J]. GNSS World of China,2009,4: 25-28 (in Chinese).
[ ] Ober P.B. RAIM performance: How Algorithms Differ[C]. The proceedings of the 11th International Technical Meeting of The Satellite Division of The Institute of Navigation, ION GPS-98, September 15-18, 1998, Nashville, Tennessee.
[ ] 朱衍波,张晓林,薛瑞,张淼艳. 民航GPS地基区域完好性监视系统设计与实现[J].北京航空航天大学学报,2006,32(7):797-801.
Zhu Yan-bo, Zhang Xiao-lin, Xue Rui et al. Design and implementation of GPS ground-based regional integrity monitoring system for China civil aviation[J]. Journal of Beijing University of Aeronautics and Astronautics, 2006, 32(7):797-801 (in Chinese).
[ ] 陈小平, 滕云龙. 接收机自主完好性监测算法研究[J]. 电子科技大学学报,2008,37(2): 218-220.
Chen Xiao-ping, Teng Yun-long. Study of Receiver Autonomous Integrity Monitoring Algorithm[J]. Journal of University of Electronic Science and Technology of China, ,2008,37(2): 218-220 (in chinese).
[ ] 吕小平.RAIM可用性预测系统研究[J].中国民用航空,2010,111(3):33-37.
Lu Xiao-ping. Study on RAIM availability predictive system [J].Civil Aviation of China, 2010,111(3):33-37 (in chinese).
[ ] 杨传森,徐肖豪,刘瑞华,赵鸿盛. GPS RAIM 定位误差保护限值算法分析[J].安徽大学学报(自然科学版), 2011, 35(3) :76-81.
Yang Chuan-sen, Xu Xiao-hao, Liu Rui-hua, Zhao Hong-sheng. Analysis of algorithms for GPS RAIM position integrity risk[J]. Journal of Anhui University (Natural Science Edition), 2011, 35(3): 76-81 (in chinese).
[ ] Y.Lee. RAIM Availability for GPS Augmented with Barometric Altimeter Aiding and Clock Coasting[J]. Navigation, Journal of the Institute of Navigation, Vol.40 No.2,Summer1993.
[ ] Airborne Supplemental Navigation Equipment Using the Global Positioning System (GPS),Technical Standard order (TSO)-129[M]. FAA Aircraft Certification Service,Federal Aviation Administration, Washington D.C., December 10,1992.
[ ] 刘准,陈哲. GPS自主式完整性检测技术研究[J]. 北京航空航天大学学报,2003,29(8):673-676.
Liu Zhun, Chen Zhe. Study on GPS receiver autonomous integrity monitoring[J]. Journal of Beijing University of Aeronautics and Astronautics,2003,29(8):673-676(in Chinese).
[ ] 朱衍波,张淼艳,张军. 加权RAIM可用性预测方法研究[J]. 遥测遥控.2009,30(1):1-6.
Zhu Yan-bo, Zhang Miao-yan, Zhang Jun. Research on Weighted Algorithm to Predict RAIM Availability[J]. Journal of Telemetry,Tracking and Command, 2009,30(1):1-6 (in Chinese).
[ ] Ahmed I A, Li C, Tan Z Z. The study of RAIM performance by simulation[J]. CADDM, 2006,16(2) : 58-64
[ ] 张玲霞,陈明,刘翠萍. 冗余传感器故障诊断的最优奇偶向量法与广义似然比检验法的等效性[J]. 西北工业大学学报, 2005,23(2):266-270.
Zhang Ling-xia, Chen Ming, Liu Cui-ping. Is OPT Better than GLT in Fault Diagnosis of Redundant Sensor System[J].
Journal of Northwestern Polytechnical University, 2005, 23(2) :266-270 (in Chinese).
[ ] R.G.Brown. Solution of the Two-Failure GPS RAIM Problem Under Worst-Case Bias Condition: Parity Space Approach[J]. Navigation, Journal of the Institute of Navigation, 1997-98,44(4):425-431.
[ ] 郭睿,郑勇,杜兰.GPS和Galileo系统下RAIM算法可用性分析[J]. 测绘科学技术学报,2006,23(6):448-450.
Guo Rui, Zheng Yong, Du Lan. Analysis on RAIM Availability of Different Navigation Systems[J]. Journal of Zhengzhou Institute of Surveying and Mapping, 2006,23(6):448-450 (in Chinese).
[ ] Zhang Miao-yan, Zhang Jun, Zhu Yan-bo. Enhancements of the dicho tomy based RAIM [C]// Proceedings of the Institute of Navigation GNSS 2009. Savannah, USA:Institute of Navigation, 2009: 517-524
[ ] C.W. Jeon, G. Lachapelle. A new TLS-based sequential algorithm to identify two failed satellites[J]. International Journal of Control, Automation, and Systems, 2005,Vol. 3, No. 2:166-172.
[ ] 张强,张晓林,常啸鸣.用于卫星导航多星故障识别的新方法[J]. 航空学报,2008(5): 1239-1244.
Zhang Qiang, Zhang Xiaolin, Chang Xiaomin. New Method for Satellite Navigation Identifying Simultaneous Multi-faulty Satellites[J]. Acta Aeronautica et Astronautica, 2008(5): 1239-1244 (in Chinese).
[ ] P.Y. Hwang, R.G. Brown. NIORAIM Integrity Monitoring Performance in Simultaneous Two-Fault Satellite Scenarios[C].ION GNSS 18th international Technical Meeting of Satellite Division, Long Beach,CA. 13-16 September 2005:1760-1771.
[ ] Junjie NI,Yongxin ZHU,Wei GUO. An Improved RAIM Scheme for Processing Multiple Outliers in GNSS[C]. Proceeding of the 21st International conference on Advanced Information Networking and Applications Workshops, Washington, DC, USA, May 2007:840-845.
[ ] Tsai Yi-Hsueh, Chang Fan-Ren, Yang Wen-Chieh, et al. Using Multi-Frequency for GPS Positioning and Receiver Autonomous Integrity Monitoring[C]. Proceedings of the 2004 IEEE International Conference on Control Applications, Taipei, Taiwan, 2004, vol. 1:205-210.
[ ] 张强,张晓林,常啸鸣.用于识别两颗故障卫星的RAIM算法[J].北京航空航天大学学报,2008 (7): 773-777.
Zhang Qiang, Zhang Xiao-lin, Chang Xiao-min. RAIM algorithm for identifying simultaneous two-faulty satellites[J]. Journal of Beijing University of Aeronautics and Astronautics, 2008 (7): 773-777 (in Chinese).
[ ] Ober P.B. Integrity prediction and monitoring of navigation systems [D]. Delft University of Technology, Delft, The Netherlands, 2003.
[ ] Paolo D A., Antonio Fernandez. GNSS Multi-System Integrity Algorithm Definition and Evaluation[C]. Proceeding of ION GNSS 20th International Technical Meeting of the Satellite Division, Fort Worth,TX,2007:3057-3063.
[ ] Hewitson S., Wang J L.GNSS Receiver Autonomous Integrity Monitoring (RAIM) Performance Analysis[J].GPS Solut,2006,9(10):155-170.
[ ] Liu J, Lu M, Cui X, Feng Z. Theoretical analysis of RAIM in the occurrence of simultaneous two-satellite faults[J]. IET Radar Sonar Navig.,2007, vol. 1(2) :92-97.
[ ] 杨婷,黄智刚,李锐.基于RAIM的多卫星导航系统完好性风险技术研究[J]. 遥测遥控,2009,30(6):15-20.
Yang Ting, Huang Zhi-gang, Li Rui. Research on Multisatellite system’s Integrity Risk Based on RAIM[J]. Journal of Telemetry,Tracking and Command, 2009,30(6):15-20 (in Chinese).
[ ] 郭树人,王永超.多星座组合导航系统自主完好性监测方法研究[J].遥测遥控, 2007, 28(3):15-19.
Guo Shu-ren, Wang Yong-chao. Research on the Autonomous Integrity Monitoring Algorithm for the Multiple Constellations Navigation System[J]. Journal of Telemetry, Tracking and Command, 2007, 28(3):15-19 (in Chinese).
[ ] 卢德兼, 陈秀万. GNSS系统接收机自主完好性监测算法[J]. 计算机工程, 2009,35(11):10-12.
LU De-jian, Chen Xiu-wan. Algorithm for Global Navigation Satellite System Receiver Autonomous Integrity Monitoring [J]. Computer Engineering, 2009,35(11):10-12 (in Chinese).
[ ] 王甫红,刘基余. 星载GPS伪距测量数据质量分析[J]. 测绘科学技术学报. 2007, 24(2):97-99.
Wang Fu-hong, Liu Ji-yu. Data Quality Analysis of Space-borne GPS Code Measurements[J]. Journal of Zhengzhou Institute of Surveying and Mapping, 2007, 24(2):97-99. (in Chinese).
[ ] Curtis A. Shively, Thomas T. Hsiao. Availability Enhancements for CAT IIIB LAAS[R]. The MITRE Corporation.2003.
[ ] Ober P B, Harriman D. On the Use of Multi-constellation RAIM for Aircraft Approaches[C]. Proceeding of ION GNSS 19th International Technical Meeting of the Satellite Division, Fort Worth, TX, Sept. 2006:2587-2596.
[ ] 任锴, 杨力, 冯勇. 两种RAIM可用性分析方法的比较[J].遥测遥控, 2009,30(2):13-16.
Ren Kai,Yang Li, Feng Yong. Comparison of Two RAIM Availability Analysis Approaches[J]. Journal of Telemetry, Tracking and Command, 2009,30(2):13-16 (in Chinese).
[ ]Per Enge. GNSS Evolutionary Architecture Study(GEAS) Action Plan for August 2007[R].August 2007.
[ ] Hwang P, Brown R. RAIM FDE revisited: A new breakthrough in availability performance with NIORAIM (novel integrity-optimized RAIM) [C]. Proceedings of the Institute of Navigation NTM 2005. San Diego, USA:Institute of Navigation, 2005: 654-665.
[ ] Yang Chuan-sen, Xu Xiao-hao, Liu Rui-hua, Zhao Hong-sheng. New algorithm for receiver autonomous integrity monitoring[J]. Transactions of Nanjing University of Aeronautics and Astronautics, June 2010:155-161.
[ ] 郭婧,崔晓伟,陆明泉,冯振明. 支持垂直引导进近的多星座RAIM算法[J]. 清华大学学报(自然科学版),2011,52(2):156-160.
Guo Jing, Cui Xiao-wei, Lu Ming-quan, Feng Zhen-min. Multi-constellation RAIM for approach with vertical guidance[J]. Journal of Tsinghua University (Sci & Tech), 2011,52(2):156-160 (in Chinese).
[ ] Enge P. GNSS evolutionary architecture study, Phase I-panel report[R].2008.
[ ] Gratton L, Joerger M, Pervan B. Carrier phase relative RAIM algorithm and protection level derivation[C]. Proceedings of the National Technical Meeting of the Institute of Navigation.2009:256-264.
[ ] Lee Y C. Optimization of position domain relative RAIM[C].Proceedings of ION GNSS 2008.2008:1533-1548.
[ ] Y. C. LEE. A Position Domain Relative RAIM Method[J]. IEEE Transactions on Aerospace and Electronic Systems 2011,47(1):85-97.
[ ] J. Lee, S. Pullen, G. Xie, P. Enge. LAAS sigma monitor analysis and failure-test verification[C]. Proceedings of the ION 57th Annual Meeting, albuquerque,2001, 6: 694-704.
[ ]甘兴利. GPS局域增强系统的完善性监测技术研究[D]. 哈尔滨工程大学自动化学院,2008.
Gan Xing-li. Research on the Integrity Monitoring of GPS Local Area Augmentation System[D]. Harbin Engineering University 2008(in Chinese).
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