All figures were performed by using RTKLIB v.2.4.2 software. Figure 2a depicts the visibility of several satellites in an open sky simulation scenario. Figure 2b depicts the discontinuity (the highlighted rectangle) in satellite availability for the same scenario but with a jamming signal inserted. In particular, it is seen that the SOD3 point was exposed to the effect of jamming the GPS signals between 19-24 hours on January 8, 2022 (Figure 2b). However, these effects do not appear for the SOD3 point at the same time interval on January 9 and 10, 2022 (Figures 3b and 4b).
Figure 5a depicts the visibility of several satellites in an open sky simulation scenario. Figure 5b depicts the discontinuity (the highlighted rectangle) in satellite availability for the same scenario but with a jamming signal inserted. In particular, it is seen that the KIRU point was exposed to the effect of jamming the GPS signals between between 19:00:00–24:00:00 hours on January 8, 2022 (Fig. 5b). However, such an effect does not appear for the KIRU point at the same time interval on January 9 and 10, 2022 (Figs. 6b and 7b).
In the GPS observations at TRO1 in Norway on January 8, 9 and 10, 2022, the disruptive effects of GPS signals appeared on all three days (between 19:00:00–24:00:00), see Figs. 8, 9 and 10. As can be seen from the figures, Point TRO1 was exposed to the greatest jamming for GPS signals within three days. For this reason, the effect of the jamming in the GPS signals on the position accuracy was also investigated for these three points.
The obtained results from the process of KIRU point for three days by using GPS-only satellites are shown in Fig. 11a. The three-dimensional coordinate differences of KIRU point between the hours of 19:00–24:00 on January 8, 2022, reached about 2 meters. Integer ambiguity could not be resolved due to jamming in the GPS signal at certain time intervals. The standard deviation values of the coordinate differences of KIRU point, obtained on January 8, 2022, between 19–24 hours, are 13–17 cm, and the average values are 8-17.1 cm. For Point TRO1, the strength of the GPS signal jamming effects on January 8, 9, and 10 in 2022 differs. This effect on the values of the coordinate differences is in the range of ± 2 m between 19 and 24 hours on January 8, 2022, in the range of ± 0.5 m between 19:00 and 24:00 hours on January 9, 2022, and in the range of ± 1 m between 19:00:00–24:00:00 on January 10, 2022, were obtained. For Point TRO1, the standard deviation values of the coordinate differences between 19:00 and 24:00 hours on January 8, 2022 are 11.1–20.8 cm and the mean values are 8.7–9.7 cm. On January 9, 2022, the standard deviation values were 0.9-4.0 cm, and the mean values were 0.9-3.0 cm. On January 10, 2022, standard deviation values were 3.9–17.9 cm, and mean values were 2.2–9.1 cm. Figure 11 shows that the standard deviation and mean values for the coordinate differences led to a ten-fold decrease in accuracy.
Investigation of Signal Jamming on GLONASS, Galileo, Beidou, and QZSS Satellites
As seen in Fig. 12, GLONASS, Galileo, and Beidou satellites, except for the QZSS satellite, were not affected by signal jammers between 19:00–24:00 hours on January 8, 2022. During this period, only one QZSS satellite was affected by this disturbance (Fig. 12d). GLONASS, Galileo, and Beidou satellite signals are also more resistant to interference and jamming. In addition, three base lengths (among KIRU, SOD3, and TRO1 points) were examined in order to make this effect more evident and to eliminate it. As seen in Table 1, the lengths obtained by using the process of GPS-only satellites on January 8, 9, and 10, 2022 (between 19:00 and 24:00 hours) are shown. The obtained baseline lengths by processing the signals of GLONASS, Galileo, and Beidou satellites on January 8, 9, and 10, 2022 (between 19:00–24:00 hours) were compared with the other processed values. Differences between the three baselines were obtained in the range of 1–31 cm, as seen in Table 2.
Table 2
Comparison of the three baselines on three days
Baseline | SBernese | S (GPS/08.01.2022) S (GPS/09.01.2022) S (GPS/10.01.2022) | S (GLONASS−Galileo−Beidou/08.01.2022) S (GLONASS−Galileo−Beidou/09.01.2022) S (GLONASS−Galileo−Beidou/10.01.2022) |
KIRU-SOD3 | 235.244102 km | 235.244220 235.244108 235.244113 | 235.244196 235.244107 235.244109 |
KIRU-TRO1 | 217.427949 km | 217.428238 217.427953 217.428130 | 217.428163 217.428011 217.428007 |
SOD3-TRO1 | 393.339312 km | 393.339563 393.339318 393.339625 | 393.339584 393.339320 393.339326 |
On January 8, 2022, the number of GPS satellites observed for three points between 19:00 and 24:00 hours was 25–26, and PDOP values were obtained in the range of 1.653 and 1.677. On January 8, 2022, the number of GLONASS/Galileo/Beidou satellites observed for three points between 19 and 24 hours was 18–19, 17, 17–22, and PDOP values were obtained in the range of 1.371 and 1.402. On January 9, 2022, the number of GPS satellites observed for three points between 19 and 24 hours was 14, and PDOP values were obtained in the range of 1.310 and 1.323. On January 9, 2022, the number of GLONASS/Galileo/Beidou satellites observed for three points between 19:00 and 24:00 hours was 12, 12–13, and 11–15, respectively, and PDOP values were obtained in the range of 1.310 and 1.323. On January 10, 2022, the number of GPS satellites observed for three points between 19:00 and 24:00 hours was 14, and PDOP values were obtained in the range of 1.279 and 1.296. On January 10, 2022, the number of GLONASS/Galileo/Beidou satellites observed for three points between 19:00 and 24:00 hours was 11, 8–9, and 11–16, respectively, and PDOP values were obtained in the range of 1.279 and 1.296. The results among the three baselines of the process by using GPS satellites on 8, 9 and 10 January 2022 between 19 and 24 hours were compared with the results of the base lengths obtained from the process by using GLONASS/Galileo/Beidou satellites (Table 1). According to the obtained results from this comparison, an improvement in the base lengths of between 1 cm and 30 cm was obtained.