ARAIM技术研究进展

王尔申; 杨迪; 宏晨; 曲萍萍; 蓝晓宇; 王传云; 庞涛

doi:10.11959/j.issn.1000-0801.2019172

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ARAIM技术研究进展

综述 | 更新时间：2024-06-05

- ARAIM技术研究进展
- Research progress of ARAIM technology
- 电信科学 2019年35卷第8期页码：128-138
- 作者机构：
  
  1. 沈阳航空航天大学电子信息工程学院，辽宁沈阳 110136
  2. 沈阳航空航天大学辽宁省通用航空重点实验室，辽宁沈阳 110136
  3. 北京联合大学机器人学院，北京 100101
  4. 沈阳航空航天大学计算机学院，辽宁沈阳 110136
- 作者简介：
  
  [ "王尔申（1980- ），男，博士，沈阳航空航天大学教授，主要研究方向为卫星导航、信号处理。" ]
  [ "杨迪（1993- ），女，沈阳航空航天大电子信息工程学院硕士生，主要研究方向为接收机自主完好性监测技术。" ]
  [ "宏晨（1974- ），男，博士，北京联合大学机器人学院讲师，主要研究方向为机器学习、计算机视觉。" ]
  [ "曲萍萍（1979- ），女，博士，沈阳航空航天大学电子信息工程学院讲师，主要研究方向为卫星导航、智能控制。" ]
  [ "蓝晓宇（1986- ），女，博士，沈阳航空航天大学电子信息工程学院副教授，主要研究方向为信号处理、无线传感网。" ]
  [ "王传云（1984- ），男，博士，沈阳航空航天大学计算机学院副教授，主要研究方向为模式识别、物联网。" ]
  [ "庞涛（1976- ），女，博士，沈阳航空航天大学电子信息工程学院讲师，主要研究方向为智能优化算法、机器人控制。" ]
- 基金信息：
  
  国家自然科学基金资助项目;The National Natural Science Foundation of China(61571309);国家自然科学基金资助项目;The National Natural Science Foundation of China(61703287);辽宁省自然科学基金面上项目;The Natural Science Foundation of Liaoning Province(L2019251);辽宁“百千万人才工程”项目;Liaoning Baiqianwan Talents Program(04021407);辽宁省教育厅项目;Scientific Study Project for Liaoning Province Ministry of Education(L201705);辽宁省教育厅项目;Scientific Study Project for Liaoning Province Ministry of Education(L201716);辽宁省教育厅项目;Scientific Study Project for Liaoning Province Ministry of Education(UPRP2018198);辽宁省高等学校优秀人才支持计划基金资助项目;Liaoning Excellent Talents in University(LR2016069);北京市教育委员会科技计划一般项目;The Beijing Municipal Education Commission Science and Technology Project(KM201811417005)
- DOI：10.11959/j.issn.1000-0801.2019172
  中图分类号： V249.3，P228.4
- 网络出版日期：2019-08，
  
  纸质出版日期：2019-08-20
- 稿件说明：
移动端阅览
王尔申, 杨迪, 宏晨, 等. ARAIM技术研究进展[J]. 电信科学, 2019,35(8):128-138.

Ershen WANG, Di YANG, Chen HONG, et al. Research progress of ARAIM technology[J]. Telecommunications science, 2019, 35(8): 128-138.
王尔申, 杨迪, 宏晨, 等. ARAIM技术研究进展[J]. 电信科学, 2019,35(8):128-138. DOI： 10.11959/j.issn.1000-0801.2019172.

Ershen WANG, Di YANG, Chen HONG, et al. Research progress of ARAIM technology[J]. Telecommunications science, 2019, 35(8): 128-138. DOI： 10.11959/j.issn.1000-0801.2019172.

摘要

随着多星座卫星导航系统和双频技术的发展，高级接收机自主完好性监测（ARAIM）技术应用于更高阶段的精密进近成为可能。首先介绍了与 ARAIM 相关的 3 个重要内容：完好性性能要求、完好性支持信息、威胁类型及缓解方法。然后，对ARAIM国内外相关技术研究进行了综述，从故障分类、星座配置和ARAIM可用性及其预测3个方面。最后，结合ARAIM现阶段的发展，对未来的研究进行展望。

Abstract

With the development of multi-constellation satellite navigation systems and dual-frequency technology

it has become possible to apply advanced receiver autonomous integrity monitoring(ARAIM) to higher-level vertical precision approaches.Firstly

three important contents related to ARAIM were introduced:integrity performance requirements

integrity support information

threat types and mitigation methods.Then

ARAIM related technologies research at home and abroad were summarized:fault classification

constellation configuration and ARAIM availability.Finally

combined with the current development of ARAIM

the future research was expected.

关键词

Keywords

references

秘金钟 . GNSS 完备性监测理论与应用 [M ] . 北京 : 测绘出版社 , 2012 : 1 - 8 .

MI J Z . GNSS completeness monitoring theory and application [M ] . Beijing : Surveying and Mapping Publishing HousePress , 2012 : 1 - 8 .

VIÐARSSON L , PULLEN S , GREEN G , et al . Satellite autonomous integrity monitoring and its role in enhancing GPS user performance [C ] // ION GPS 2001,September 11-14,2001,Salt Lake City,UT,USA.[S.l.:s.n . ] , 2001 : 690 - 702 .

刘海颖 , 王惠南 , 陈志明 . 卫星导航原理与应用 [M ] . 北京 : 国防工业出版社 , 2013 : 192 - 194 .

LIU H Y , WANG H N , CHEN Z M . Principle and application of satellite navigation [M ] . Beijing : National Defense Industry PressPress , 2013 : 192 - 194 .

刘文祥 . 卫星导航系统高精度处理与完好性监测技术研究 [D ] . 长沙:国防科技大学 , 2011 .

LIU W X . Study on techniques of accuracy augmenting and integrity monitoring for satellite based navi-gation system [D ] . Changsha:National University of Defense Technology , 2011 .

WALTER T , BLANCH J , ENGE P . Future architecture to provide aviation integrity [C ] // The 2008 National Technical Meetings of ION,January 28-30,2008,New York,USA.[S.l.:s.n . ] , 2008 : 394 - 401 .

GNSS evolutionary architecture study phase I–panel [R ] . 2008 .

GNSS evolutionary architecture study phase II report [R ] . 2010 .

刘艳亮 , 张海平 , 徐彦田 , 等 . 全球卫星导航系统的现状与进展 [J ] . 导航定位学报 , 2019 , 7 ( 1 ): 18 - 21 .

LIU Y L , ZHANG H P , XU Y T , et al . Status and progress of global satellite navigation systems [J ] . Journal of Navigation and Positioning , 2019 , 7 ( 1 ): 18 - 21 .

BLANCH J , WALTER T , ENGE P , et al . Advanced RAIM user algorithm description:integrity support message processing,fault detection,exclusion,and protection level calculation [C ] // The 25th International Technical Meeting of the Satellite Division of the Institute of Navigation (ION GNSS 2012),Nashville,TN,USA.[S.l.:s.n] . 2012 : 2828 - 2849 .

MARTINI I , RIPPL M , MEURER M . Integrity support message architecture design for advanced receiver autonomous integrity monitoring [C ] // European Navigation Conference,April 23-25,2013,Vienna,Austria.[S.l.:s.n . ] , 2013 .

KHANAFSEH S , JOERGER M , PERVAN F C C B . ARAIM integrity support message parameter validation by online ground monitoring [J ] . Journal of Navigation , 2015 , 68 ( 2 ): 327 - 337 .

EL-MOWAFY A , YANG C . Limited sensitivity analysis of ARAIM availability for LPV-200 over Australia using real data [J ] . Advances in Space Research , 2016 , 57 ( 2 ): 659 - 670 .

WALTER T , BLANCH J , ENGE P . Evaluation of signal in space error bounds to support aviation integrity [J ] . Navigation , 2010 , 57 ( 2 ): 101 - 113 .

JUAN B , TODD W , PER E , et al . Critical elements for a multi-constellation advanced RAIM [J ] . Navigation , 2013 , 60 ( 1 ): 53 - 69 .

WG-C,EU-U.S.Cooperation on satellite navigation working group C,ARAIM technical sub-group:interim report issue 1.0 [R ] . 2012 .

WG-C,EU-U.S.Cooperation on satellite navigation working group C-ARAIM technical sub-group:milestone 2 report [R ] . 2015 .

WG-C,EU-U.S.Cooperation on satellite navigation working group C-ARAIM technical subgroup:milestone 3 report [R ] . 2016 .

RIFE J H . The effect of uncertain covariance on a chi-square integrity monitor [J ] . Navigation , 2013 , 60 ( 4 ): 291 - 303 .

BRENNER M , . Integrated GPS/inertial fault detection availability [C ] // ION GPS,September 12-15,1995,Palm Springs,CA,USA.[S.l.:s.n] . 1995 : 1949 - 1958 .

PERVAN B S , PULLEN S P , CHRISTIE J R . A multiple hypothesis approach to satellite navigation integrity [J ] . Navigation , 1998 , 45 ( 1 ): 61 - 71 .

LEE Y C . Two new RAIM methods based on the optimally weighted average solution (OWAS) concept [J ] . Navigation , 2007 , 54 ( 4 ): 333 - 345 .

HWANG P Y , BROWN R G . RAIM-FDE revisited:a new breakthrough in availability performance with NIORAIM(novel integrity-optimized RAIM) [J ] . Navigation , 2006 , 53 ( 1 ): 41 - 51 .

JOERGER M , PERVAN B . Solution separation and chi-squared ARAIM for fault detection and exclu-sion [C ] // IEEE/ION Position,Location and Navigation Symposium (PLANS 2014),May 5-8,2014,Mon-terey,CA,USA . Piscataway:IEEE Press , 2014 : 294 - 307 .

徐肖豪 , 杨传森 , 刘瑞华 . GNSS用户端自主完好性监测研究综述 [J ] . 航空学报 , 2013 , 34 ( 3 ): 451 - 463 .

XU X H , YANG C S , LIU R H . Review and prospect of GNSS receiver autonomous integrity monitoring [J ] . Acta Aeronautica et Astronautica Sinica , 2013 , 34 ( 3 ): 451 - 463 .

BLANCH J , ENE A , WALTER T , et al . An optimized multiple hypothesis RAIM algorithm for vertical guidance [J ] . Proceedings of the Ion GNSS Fort , 2007 : 2924 - 2933 .

BLANCH J , WALTER T , ENGE P . RAIM with optimal integrity and continuity allocations under multiple failures [J ] . IEEE Transactions on Aerospace ＆ Electronic Systems , 2010 , 46 ( 3 ): 1235 - 1247 .

ENE A . Utilization of modernized global navigation satellite systems for aircraft-based navigation integrity [J ] . ProQuest LLC , 2009 , 70 ( 3 ): 1776 - 1790 .

贺汉平 , 吴云 . ARAIM算法多故障检测排除性能初步分析 [J ] . 测绘地理信息 , 2017 , 42 ( 6 ): 21 - 24 .

HE H P , WU Y . Preliminary analysis of ARAIM algorithm multi-fault detection and elimination performance [J ] . Mapping Geographic Information , 2017 , 42 ( 6 ): 21 - 24 .

张亚彬 , 王利 , 范丽红 , 等 . 组合粗差探测的MHSS ARAIM算法 [J ] . 测绘学报 , 2019 , 48 ( 1 ): 9 - 17 .

ZHANG Y B , WANG L , FAN L H , et al . MHSS ARAIM algorithm for combined gross error detection [J ] . Journal of Surveying and Mapping , 2019 , 48 ( 1 ): 9 - 17 .

SIDA Z , ZHIPENG W , ZHEN G . Research on exact thresholds for ARAIM MHSS fault monitoring,mathematical problems in engineering [Z ] . 2019

杨晓义 , 李锐 , 黄智刚 . BDS 星座的完好性保护级改进算法 [J ] . 导航定位学报 , 2016 , 4 ( 2 ): 67 - 70 .

YANG X Y , LI R , HUANG Z G . BDS constellation integrity protection level improved algorithm [J ] . Journal of Navigation and Positioning , 2016 , 4 ( 2 ): 67 - 70 .

ANGUS J E . RAIM with multiple faults [J ] . Navigation , 2006 , 53 ( 4 ): 249 - 257 .

BROWN R G . Solution of the two-failure GPS RAIM problem under worst-case bias conditions:parity space approach [J ] . Navigation , 1997 , 44 ( 4 ): 425 - 431 .

LEE Y C , BRAFF R , FERNOW J P , et al . GPS and Galileo with RAIM or WAAS for vertically guided approaches [C ] // The 18th International Technical Meeting of the Satellite Division of the Institute of Navigation (ION GNSS2005),September 13-16,2005,Salt Lake City,UT,USA.[S.l.:s.n] . 2005 : 1801 - 1825 .

HWANG P , BROWN R G . From RAIM to NIORAIM-a new integrity approach to integrated multi-GNSS systems [J ] . Inside GNSS , 2008 , 3 ( 4 ): 24 - 33 .

LEE Y C . New advanced RAIM with improved availability for detecting constellation-wide faults,using two independent constellations [J ] . Journal of the Institute of Navigation , 2013 , 60 ( 1 ): 71 - 83 .

CHOI M , BLANCH J . Demonstrations of multi-constellation advanced RAIM for vertical guidance using GPS and GLONASS signals [C ] // The 24th International Technical Meeting of the Satellite Division of the Institute of Navigation (ION GNSS 2011),September 20-23,2011,Portland,OR,USA.[S.l.:s.n] . 2011 : 3227 - 3234 .

肖伟 . GNSS 多系统自主完好性监测与信号质量评估技术研究 [D ] . 长沙:国防科学技术大学 , 2014 .

XIAO W . GNSS multi-constellation autonomous integrity monitoring and signal quality evaluation tech-nology research [D ] . Changsha:National University of Defense Technology , 2014 .

MUHAMMAD B , CIANCA E , SALONICO A M . Multi GNSS advanced RAIM:an availability analysis [C ] // 2014 IEEE Metrology for Aerospace,May 29-30,2014,Benevento,Italy . Piscataway:IEEE Press , 2014 : 28 - 33 .

BLANCH J , PHELTS R E , CHEN Y H . Initial results of a multi-constellation ARAIM airborne proto-type [C ] // The Institute of Navigation (ION) International Technical Meeting,January 30February 2,2017,Anaheim,CA,USA.[S.l.:s.n] . 2017 : 184 - 209 .

GE Y S , WANG Z P , ZHU Y B . Reduced ARAIM monitoring subset method based on satellites in different orbital planes [J ] . GPS Solutions , 2017 , 21 ( 4 ): 1443 - 1456 .

MENG Q , LIU J Y , ZENG Q H , et al . Improved ARAIM fault modes determination scheme based on feedback structure with probability accumulation [J ] . GPS Solutions , 2019 , 23 ( 1 ): 5 - 11 .

张倩倩 . 单星座 ARAIM 算法可用性分析及其在垂直精密进近中的应用 [J ] . 测绘科学技术学报 , 2015 , 32 ( 5 ): 456 - 459 .

ZHANG Q Q . The availability analysis of single constellation ARAIM algorithm and its application in LPV-250 [J ] . Journal of Geomatics Science and Technology , 2015 , 32 ( 5 ): 456 - 459 .

张倩倩 . 新型RAIM算法的研究及其应用 [D ] . 郑州:解放军信息工程大学 , 2015 .

ZHANG Q Q . Research on new algorithms and applications of receiver autonomous integrity monitoring [D ] . Zhengzhou:PLA Information Engineering University , 2015 .

荆帅 , 战兴群 , 苏先礼 . ARAIM算法应用于LPV-200服务 [J ] . 测控技术 , 2012 , 31 ( 11 ): 75 - 79 .

JING S , ZHAN X Q , SU X L . Exploration of advanced RAIM to provide LPV-200 service [J ] . Measurement ＆ Control Technology , 2012 , 31 ( 11 ): 75 - 79 .

肖伟 , 刘文祥 , 徐博 , 等 . LPV-200下中国区域内ARAIM可用性评估 [J ] . 全球定位系统 , 2014 , 39 ( 5 ): 32 - 36 .

XIAO W , LIU W X , XU B , et al . The current ARAIM availability in China according to LPV-200 [J ] . GNSS World of China , 2014 , 39 ( 5 ): 32 - 36 .

李彬 , 吴云 , 李征航 . GNSS接收机自主完备性监测高级算法的有效性验证 [J ] . 武汉大学学报 , 2015 , 40 ( 6 ): 800 - 809 .

LI B , WU Y , LI Z H . Validation of the GNSS advanced ARAIM algorithm [J ] . Geomatics and Information Science of Wuhan University , 2015 , 40 ( 6 ): 800 - 809 .

吕宗平 , 倪育德 , 陈君 , 等 . 基于MHSS算法的ARAIM完好性和可用性预测 [J ] . 中国空间科学技术 , 2016 , 36 ( 6 ): 1 - 8 .

LV Z P , NI Y D , CHEN J , et al . Prediction of ARAIM integrity and availability based on MHSS algorithm [J ] . Chinese Space Science and Technology , 2016 , 36 ( 6 ): 1 - 8 .

KROPP V , EISSFELLER B , BERZ G . Optimized MHSS ARAIM user algorithms:assumptions,protection level calculation and availability analysis [C ] // Position,Location and Navigation Symposium-PLANS 2014,May 5-8,2014,Portland,OR,USA . Piscataway:IEEE Press , 2014 .

郑学恩 , 许承东 , 范国超 , 等 . 应用遗传算法的多星座保护级别优化方法 [J ] . 北京理工大学学报 , 2018 , 38 ( 10 ): 1046 - 1050 .

ZHENG X E , XU C D , FAN G C , et al . Multi-constellation protection level optimization method using genetic algorithm [J ] . Journal of Beijing Institute of Technology , 2018 , 38 ( 10 ): 1046 - 1050 .

MENG Q , LIU J T , ZENG Q H , et al . Impact of one satellite outage on ARAIM depleted constellation configurations [J ] . Chinese Journal of Aeronautics , 2019 , 32 ( 4 ): 967 - 977 .

吕小平 . RAIM 可用性预测系统研究 [J ] . 中国民用航空 , 2010 ( 3 ): 33 - 36 .

LV X P . Study on RAIM availability predictive system [J ] . China Civil Aviation , 2010 ( 3 ): 33 - 36 .

朱金芳 , 倪育德 , 王凯 , 等 . ARAIM 可用性预测系统的设计与实现 [J ] . 计算机工程 , 2013 , 39 ( 8 ): 121 - 130 .

ZHU J F , NI Y D , WANG K , et al . Design and implementation of ARAIM availability prediction system [J ] . Computer Engineering , 2013 , 39 ( 8 ): 121 - 130 .

李磊 . 基于 GPS/北斗的 RAIM 预测系统研究与实现 [D ] . 西安:西安电子科技大学 , 2016 .

LI L . Study and implementation on GPS/BDS RAIM forecast system [D ] . Xi’an:Xidian University , 2016 .

袁重阳 . 基于列车定位应用的北斗导航系统RAIM技术研究 [D ] . 北京:北京交通大学 , 2016 .

YUAN C Y . Research on RAIM of BDS based on the application of train positioning [D ] . Beijing:Beijing Jiaotong University , 2016 .

任锴 , 杨力 . GPS和GLONASS系统下RAIM空洞预报 [J ] . 全球定位系统 , 2009 , 34 ( 4 ): 25 - 28 .

REN K , YANG L . RAIM void prediction under GPS and GLONASS systems [J ] . Global Positioning System , 2009 , 34 ( 4 ): 25 - 28 .

王鹏飞 . 中国民航预测系统研究 [D ] . 北京:北京邮电大学 , 2012 .

WANG P F . Study of the RAIM prediction program in civil aviation of China [D ] . Beijing:Beijing University of Posts and Telecommunications , 2012 .

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