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Xia et al. Satell Navig             (2021) 2:8                                          Page 14 of 19






















                                                               Fig. 16  Cumulative probability of smartphone horizontal position
                                                               deviation based on diferent satellite systems


              Fig. 14  Numbers of visible satellites and GDOP values of four   Table 3  2D positioning deviations of  Huawei Mate 20
              systems in the static test                      based on diferent satellite systems
                                                              Probability  2D positioning deviations based on diferent
                                                                         satellite systems (m)
                                                                         BDS   GPS   Galileo  GLONASS  BDS/
                                                                                                       GPS/
                                                                                                       Galileo

                                                              68%        1.43  1.81  0.67     8.10     0.90
                                                              95%        2.88  3.44  2.17    15.23     1.56


                                                                Figure  17  displays  the  positioning  deviations  in  the
                                                              three directions in the time domain based on diferent
                                                              systems.
                                                                Before the 2000th  second, Galileo positioning devia-
                                                              tions in the east and up directions are relatively large,
                                                              only smaller than GLONASS. Compared with Fig. 14, we
                                                              can fnd that this is due to the very large GDOP values
                                                              of Galileo during this period. Similarly, the poor satellite
                                                              geometry between the 6745th second and the 6935th sec-
                                                              ond leads to relatively large deviations in BDS position-
                                                              ing results in the north direction. From Fig. 17, one can
                                                              see the positioning results of the BDS/GPS/Galileo fusion
              Fig. 15  Static smartphone positioning results based on diferent   are concentrated and stable in the three directions, which
              satellite systems and their combination
                                                              indicates the multiple systems can improve positioning
                                                              performance. Regarding the single-system positioning,
            the single-system positioning. On the other hand, the   BDS shows the satisfactory performance of smartphone
            high pseudorange precision of Galileo support the good   positioning in all three directions, as well as GPS. Te
            smartphone SPP performance. For BDS, its horizontal   positioning deviation of Galileo after the 2000th second
            R95 value reaches 2.88 m, which is greater than Galileo,   is small, comparable to the BDS/GPS/Galileo.
            but less than GPS and GLONASS. And a similar situa-  Since the positioning deviation is a time series with zero
            tion occurs for the R68 (2D), which is 1.43 m for BDS.   mean, we can calculate the standard deviation to measure
            Notably, the R68 value of Galileo is only 0.67 m, smaller   the positioning precision. Te results are listed in Table 4.
            than that of BDS/GPS/Galileo, which is 0.90 m. Despite   Te maximum deviation is also given to assess the sta-
            this, the deviations of Galileo are in the range of 0.67 m   bility of the positioning results. As can be seen, the hori-
            to 2.17  m, which still account for a considerable pro-  zontal positioning precision of BDS is superior to GPS
            portion, lowing its overall horizontal precision.  and GLONASS, and its vertical precision is better than
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