Advanced Sidereal Filtering for Mitigating Multipath Effects in GNSS Short Baseline Positioning

• Published in: ISPRS international journal of geo-information 2018-06, Vol.7 (6), p.228
• Main Authors: Wang, Minghua, Wang, Jiexian, Dong, Danan, Chen, Wen, Li, Haojun, Wang, Zhiren
• Format: Article
• Language: English
• Subjects: Accuracy; advanced sidereal filtering; Antennas; Clocks; Corrections; Data; Data analysis; Data collection; Data processing; dual-antenna GNSS receiver; Filtration; Geodetics; Global navigation satellite system; Global positioning systems; GNSS; GPS; Ground stations; Ionosphere; Mitigation; modified sidereal filtering; multipath mitigation; Navigation; Navigation satellites; Receivers & amplifiers; Reduction; Remote sensing; Satellite orbits; satellite repeat time; Satellites; single difference; Spaceborne remote sensing; Statistical analysis; Statistical methods; Troposphere
• ISSN: 2220-9964; 2220-9964
• DOI: 10.3390/ijgi7060228

Advanced sidereal filtering (ASF) is an observation-domain sidereal filtering that adopts the repeat time of each individual satellite separately rather than the mean repeat time, adopted by the modified sidereal filtering (MSF). To evaluate the performance of ASF, we apply the method to filter the multipath for a short baseline based on a dual-antenna Global Navigation Satellite System (GNSS) receiver. The errors from satellite and receiver clocks, satellite orbit, troposphere, ionosphere, and antenna phase center variations are greatly eliminated by single difference between the two antennas because they are connected to the same receiver clock. The performances of ASF are compared with MSF to evaluate the gain for multipath mitigation. Comparisons indicate that ASF slightly outperforms MSF when the repeat time values of all satellites incorporated in data processing are within the normal range (86,145–86,165 s), but the difference of variance reduction rate between ASF and MSF is statistically significant. When the data of a satellite with repeat time outside the normal range are included, the performances of MSF become much worse, but ASF is almost not affected. This advantage of ASF over MSF is important because the proportion of the days on which at least one satellite’s repeat time exceeds the normal range reaches 71.19% based on the statistics on the data of 2014 and 2015. After applying ASF multipath corrections on the test days, the averages of standard deviations of north, east, and up component are reduced from 3.8 to 2.1 mm, 3.2 to 1.7 mm, and 7.6 to 4.3 mm, respectively. Comparison between applying ASF with the single-day model and with the seven-day model indicates that the former is generally more effective in multipath reduction.