{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,21]],"date-time":"2026-02-21T14:59:00Z","timestamp":1771685940560,"version":"3.50.1"},"reference-count":21,"publisher":"MDPI AG","issue":"15","license":[{"start":{"date-parts":[[2022,7,24]],"date-time":"2022-07-24T00:00:00Z","timestamp":1658620800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"National Natural Science Foundation of China","award":["41974041"],"award-info":[{"award-number":["41974041"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Remote Sensing"],"abstract":"<jats:p>Integrity is one of the key indicators used to characterize the performance of the global navigation satellite systems (GNSSs) and is closely related to user safety. In order to realize real-time global integrity monitoring, the BeiDou Global Navigation Satellite System (BDS-3) has realized the \u201csatellite autonomous integrity monitoring\u201d (SAIM) function in its satellites for the first time. BDS-3 SAIM has the monitoring functions of signal power, pseudo-range, satellite clock frequency and phase, but not the monitoring function of broadcast ephemeris. In this study, the long-term stability and distribution characteristics of BDS-3 SAIM monitoring data were analyzed by using the actual telemetry data for the first time. The results show that the SAIM monitoring data have good long-term stability and basically follow a normal distribution, which meets the design expectations. Meanwhile, in view of the fact that BDS-3 SAIM does not have the ability to independently monitor broadcast ephemerides, which may lead to the over-tolerance of BDS-3 to the probability risk of risks of integrity in the active space environment, a SAIM enhancement design for ephemeris monitoring is proposed, which integrates three relatively independent methods, with the ephemeris extrapolated from the previous cycle, and the ephemeris generated by autonomous orbit determination, inter-satellite link distance measurement data as reference data, respectively. The three methods are analyzed and verified. The results show that each of the three methods has advantages and disadvantages in terms of monitoring accuracy and resource dependence. The integration of the three methods can combine their complementary advantages and can also provide valuable as an important reference for engineering applications.<\/jats:p>","DOI":"10.3390\/rs14153543","type":"journal-article","created":{"date-parts":[[2022,7,25]],"date-time":"2022-07-25T01:42:13Z","timestamp":1658713333000},"page":"3543","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Performance Analysis of BDS-3 SAIM and Enhancement Research on Autonomous Satellite Ephemeris Monitoring"],"prefix":"10.3390","volume":"14","author":[{"given":"Lei","family":"Chen","sequence":"first","affiliation":[{"name":"Shanghai Key Laboratory of Navigation and Location-Based Services, Shanghai Jiao Tong University, 800 Dong Chuan Rd, Shanghai 200240, China"},{"name":"Beijing Institute of Tracking & Telecommunication Technology, Beijing 100094, China"}]},{"given":"Yongshan","family":"Dai","sequence":"additional","affiliation":[{"name":"General Institute of Navigation Satellites, Shanghai Engineering Center for Microsatellites, Shanghai 201304, China"},{"name":"Shanghai Key Laboratory of Space Navigation and Positioning Techniques, Shanghai Astronomical Observatory, Chinese Academy of Sciences, Shanghai 200030, China"}]},{"given":"Weiguang","family":"Gao","sequence":"additional","affiliation":[{"name":"Beijing Institute of Tracking & Telecommunication Technology, Beijing 100094, China"}]},{"given":"Yueling","family":"Cao","sequence":"additional","affiliation":[{"name":"Shanghai Astronomical Observatory, Chinese Academy of Sciences, Shanghai 200030, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4482-1535","authenticated-orcid":false,"given":"Zhigang","family":"Hu","sequence":"additional","affiliation":[{"name":"GNSS Research Center, Wuhan University, Luoyu Road No. 129, Wuhan 430079, China"}]},{"given":"Qianyi","family":"Ren","sequence":"additional","affiliation":[{"name":"General Institute of Navigation Satellites, Shanghai Engineering Center for Microsatellites, Shanghai 201304, China"}]},{"given":"Xin","family":"Nie","sequence":"additional","affiliation":[{"name":"China Academy of Space Technology, Beijing 100830, China"}]},{"given":"Jiaju","family":"Zheng","sequence":"additional","affiliation":[{"name":"General Institute of Navigation Satellites, Shanghai Engineering Center for Microsatellites, Shanghai 201304, China"}]},{"given":"Ruiqiang","family":"Shao","sequence":"additional","affiliation":[{"name":"General Institute of Navigation Satellites, Shanghai Engineering Center for Microsatellites, Shanghai 201304, China"}]},{"given":"Ling","family":"Pei","sequence":"additional","affiliation":[{"name":"Shanghai Key Laboratory of Navigation and Location-Based Services, Shanghai Jiao Tong University, 800 Dong Chuan Rd, Shanghai 200240, China"}]},{"given":"Lu","family":"Wang","sequence":"additional","affiliation":[{"name":"China Academy of Space Technology, Beijing 100830, China"}]}],"member":"1968","published-online":{"date-parts":[[2022,7,24]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"22","DOI":"10.1186\/s43020-020-00023-x","article-title":"Status, perspectives and trends of satellite navigation","volume":"1","author":"Hein","year":"2020","journal-title":"Satell. 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