Characterizing BDS signal-in-space performance from integrity perspective

REFERENCES

1. ↵
   1. Blanch, J.,
   2. Walter, T.,
   3. Enge, P.,
   4. Lee, Y.,
   5. Pervan, B.,
   6. Rippl, M., …
   7. Kropp, V.

   (2015). Baseline advanced RAIM user algorithm and possible improvements. IEEE Transactions on Aerospace and Electronic Systems, 51(1), 713–732. https://doi.org/10.1109/TAES.2014.130739
2. ↵
   1. Blanch, J.,
   2. Walter, T., &
   3. Enge, P.

   (2018). Gaussian bounds of sample distributions for integrity analysis. IEEE Transactions on Aerospace and Electronic Systems, 55(4), 1806–1815. https://doi.org/10.1109/TAES.2018.2876583
3. ↵
   China Satellite Navigation Office. (2019a). BeiDou navigation satellite system signal in space in terface control document open service signal B1I (Version 3.0). http://en.beidou.gov.cn/SYSTEMS/Officialdocument/
4. ↵
   China Satellite Navigation Office. (2019b). Development of the BeiDou navigation satellite system (Version 4.0). http://en.beidou.gov.cn/SYSTEMS/Officialdocument/
5. ↵
   China Satellite Navigation Office. (2019c). Satellite antenna phase center of BDS. http://en.beidou.gov.cn/SYSTEMS/Officialdocument/
6. ↵
   1. DeCleene, B.

   (2000, September). Defining pseudorange integrity - Overbounding. Proceedings of the 13th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GPS 2000), Salt Lake City, UT, 1916–1924.
7. ↵
   1. Dilssner, F.,
   2. Springer, T.,
   3. Schönemann, E., &
   4. Enderle, W.

   (2014, June). Estimation of satellite antenna phase center corrections for Bei-Dou. Proceedings of IGS Workshop, Pasadena, CA, 23–27.
8. ↵
   DoD. (2008). Global positioning system standard positioning service performance standard (4th edition). https://www.gps.gov/technical/ps/2008-SPS-performance-standard.pdf
9. ↵
   1. Gunning, K.,
   2. Walter, T., &
   3. Enge, P.

   (2018, September). Multi-GNSS constellation anomaly detection and performance monitoring. Proceedings of the 30th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS + 2017), Portland, OR, 1051–1062. https://doi.org/10.33012/2017.15174
10. ↵
    1. Heng, L.,
    2. Gao, G. X.,
    3. Walter, T., &
    4. Enge, P.

    (2011, January). Statistical characterization of GPS signal-in-space errors. Proceedings of the 2011 International Technical Meeting of The Institute of Navigation, San Diego, CA, 312–319.
11. ↵
    1. Heng, L.,
    2. Gao, G. X.,
    3. Walter, T., &
    4. Enge, P.

    (2012). GPS signal-in-space integrity performance evolution in the last decade. IEEE Transactions on Aerospace and Electronic Systems, 48(4), 2932–2946. https://doi.org/10.1109/TAES.2012.6324670
12. ↵
    IGS MGEX. (2020a). IGS MGEX products. http://mgex.igs.org/IGS_MGEX_Products.php
13. ↵
    IGS MGEX. (2020b). IGS official antenna correction file (igs14.atx). ftp://igs.org/pub/station/general/
14. ↵
    1. Larson, J. D.

    (2018). Gaussian-Pareto overbounding: A method for managing risk in safety-critical navigation systems (Doctoral dissertation). https://conservancy.umn.edu/bitstream/handle/11299/200312/Larson_umn_0130E_19437.pdf?isAllowed=y&sequence=1
15. ↵
    1. Lv, Y.,
    2. Geng, T.,
    3. Zhao, Q., &
    4. Liu, J.

    (2018). Characteristics of BeiDou-3 experimental satellite clocks. Remote Sensing, 10(11), 1847. https://doi.org/10.3390/rs10111847
16. ↵
    1. Lv, Y.,
    2. Geng, T.,
    3. Zhao, Q.,
    4. Xie, X., &
    5. Zhou, R.

    (2020). Initial assessment of BDS-3 preliminary system signal-in-space range error. GPS Solutions, 24(1), 1–13. https://doi.org/10.1007/s10291-019-0928-x
17. ↵
    1. Martini, I., &
    2. Sgammini, M.

    (2019, September). Integrity support message generation algorithms prototype. Proceedings of the 32nd International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS + 2019), Miami, FL, 552–572. https://doi.org/10.33012/2019.16866
18. ↵
    1. Martini, I.,
    2. Sgammini, M., &
    3. Boyero, J. P.

    (2020a, September). Error bounding for ARAIM integrity support message generation. Proceedings of the 33rd International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS + 2020), 1068–1088. https://doi.org/10.33012/2020.17577
19. ↵
    1. Martini, I.,
    2. Sgammini, M., &
    3. Boyero, J. P.

    (2020b). Galileo model of group delay accuracy for advanced RAIM users. NAVIGATION, 67(1), 129–141. https://doi.org/10.1002/navi.356
20. ↵
    1. Montenbruck, O.,
    2. Schmid, R.,
    3. Mercier, F.,
    4. Steigenberger, P.,
    5. Noll, C.,
    6. Fatkulin, R., …
    7. Ganeshan, A. S.

    (2015). GNSS satellite geometry and attitude models. Advances in Space Research, 56(6), 1015–1029. https://doi.org/10.1016/j.asr.2015.06.019
21. 1. Montenbruck, O.,
    2. Steigenberger, P., &
    3. Hauschild, A.

    (2015). Broadcast versus precise ephemerides: A multi-GNSS perspective. GPS Solutions, 19(2), 321–333. https://doi.org/10.1007/s10291-014-0390-8
22. ↵
    1. Montenbruck, O.,
    2. Steigenberger, P., &
    3. Hauschild, A.

    (2018). Multi-GNSS signal-in-space range error assessment – Methodology and results. Advances in Space Research, 61(12), 3020–3038. https://doi.org/10.1016/j.asr.2018.03.041
23. ↵
    1. Montenbruck, O.,
    2. Steigenberger, P.,
    3. Prange, L.,
    4. Deng, Z.,
    5. Zhao, Q.,
    6. Perosanz, F., …
    7. Schaer, S.

    (2017). The multi-GNSS experiment (MGEX) of the international GNSS service (IGS) – Achievements, prospects and challenges. Advances in Space Research, 59(7), 1671–1697. https://doi.org/10.1016/j.asr.2017.01.011
24. ↵
    1. Ober, P. B., &
    2. Harriman, D.

    (2006, September). On the use of multiconstellation-RAIM for aircraft approaches. Proceedings of the 19th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS 2006), Fort Worth, TX, 2587–2596.
25. ↵
    1. Ouyang, C.,
    2. Shi, J.,
    3. Shen, Y., &
    4. Li, L.

    (2019). Six-year BDS-2 broadcast navigation message analysis from 2013 to 2018: Availability, anomaly, and SIS UREs assessment. Sensors (Switzerland), 19(12). https://doi.org/10.3390/s19122767
26. ↵
    1. Perea, S.,
    2. Meurer, M.,
    3. Martini, I.,
    4. Rippl, M., &
    5. Pervan, B.

    (2018, September). ARAIM ground architecture based on GNSS monitoring infrastructures. Proceedings of the 30th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS + 2017), Portland, OR, 1008–1018. https://doi.org/10.33012/2017.15281
27. 1. Perea, S.,
    2. Meurer, M.,
    3. Rippl, M.,
    4. Belabbas, B., &
    5. Joerger, M.

    (2017). URA/SISA analysis for GPS and galileo to support ARAIM. NAVIGATION, 64(2), 237–254. https://doi.org/10.1002/navi.199
28. ↵
    1. Rife, J.,
    2. Pullen, S.,
    3. Enge, P., &
    4. Pervan, B.

    (2006). Paired overbounding for nonideal LAAS and WAAS. IEEE Transactions on Aerospace and Electronic Systems, 42(4), 1386-1395. https://doi.org/10.1109/TAES.2006.314579
29. ↵
    1. Rife, J.,
    2. Walter, T., &
    3. Blanch, J.

    (2004, December). Overbounding SBAS and GBAS error distributions with excess-mass functions. Proceedings of the 2004 International Symposium on GNSS/GPS, Sydney, Australia.
30. ↵
    1. Walter, T., &
    2. Blanch, J.

    (2015, April). KEYNOTE - Characterization of GPS clock and ephemeris errors to support ARAIM. Proceedings of the ION 2015 Pacific PNT Meeting, Honolulu, HI, 920–931.
31. ↵
    1. Walter, T.,
    2. Blanch, J., &
    3. Gunning, K.

    (2019, April). Standards for ARAIM ISM data analysis. Proceedings of the ION 2019 Pacific PNT Meeting, Honolulu, HI, 777–784. https://doi.org/10.33012/2019.16837
32. 1. Walter, T.,
    2. Blanch, J.,
    3. Joerger, M., &
    4. Pervan, B.

    (2019). Determination of fault probabilities for ARAIM. IEEE Transactions on Aerospace and Electronic Systems, 55(6), 3505–3516. https://doi.org/10.1109/TAES.2019.2909727
33. ↵
    1. Walter, T.,
    2. Gunning, K.,
    3. Eric Phelts, R., &
    4. Blanch, J.

    (2018). Validation of the unfaulted error bounds for ARAIM. NAVIGATION, 65(1), 117–133. https://doi.org/10.1002/navi.214
34. ↵
    1. Wang, B.,
    2. Chen, J.,
    3. Wang, B., &
    4. Zhou, J.

    (2018, October). Signal-in-space accuracy analysis for BDS in 2016–2017. Proceedings of IGS Workgroup 2018, Wuhan, China, 1–15.
35. 1. Wang, X., &
    2. Du, Y.

    (2018). BDT performance and time offset analysis. Journal of Physics: Conference Series, 1060(1). https://doi.org/10.1088/1742-6596/1060/1/012003
36. 1. Wang, Z.,
    2. Shao, W.,
    3. Li, R.,
    4. Song, D., &
    5. Li, T.

    (2018). Characteristics of BDS signal-in-space user ranging errors and their effect on advanced receiver autonomous integrity monitoring performance. Sensors (Switzerland), 18(12). https://doi.org/10.3390/s18124475
37. ↵
    1. Wu, Y.,
    2. Liu, X.,
    3. Liu, W.,
    4. Ren, J.,
    5. Lou, Y.,
    6. Dai, X., &
    7. Fang, X.

    (2017). Long-term behavior and statistical characterization of BeiDou signal-in-space errors. GPS Solutions, 21(4), 1907–1922. https://doi.org/10.1007/s10291-017-0663-0
38. ↵
    1. Yang, H.,
    2. Xu, T.,
    3. Nie, W.,
    4. Gao, F., &
    5. Guan, M.

    (2019). SLR validation and evaluation on BDS precise orbits from 2013 to 2018. Advances in Space Research, 64(2), 475–490. https://doi.org/10.1016/j.asr.2019.04.030
39. 1. Yang, Y.,
    2. Gao, W.,
    3. Guo, S.,
    4. Mao, Y., &
    5. Yang, Y.

    (2019). Introduction to BeiDou-3 navigation satellite system. NAVIGATION, 66(1), 7–18. https://doi.org/10.1002/navi.291
40. ↵
    1. Zhu, N.,
    2. Marais, J.,
    3. Betaille, D., &
    4. Berbineau, M.

    (2018). GNSS position integrity in urban environments: A review of literature. IEEE Transactions on Intelligent Transportation Systems, 19(9), 2762–2778. https://doi.org/10.1109/TITS.2017.2766768