Page 124 - 卫星导航2021年第1-2合期
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Xia et al. Satell Navig             (2021) 2:8                                          Page 10 of 19









































              Fig. 9  Histogram and statistics of the C/N0 measurements of a BDS, b GPS, c Galileo and d GLONASS satellites at elevation angles above 45°



              Figure 13 shows the time series of the C/N0 and eleva-  P = ρ + t − t + T + I C  + DCB B1−B3 + ε C
                                                                                      C
                                                                                 C
                                                                            C
                                                                        C
                                                                   C
            tion angles for these 12 satellites in the static experiment.  1  r  r  3  r  r,1             r,1
                                                                                                          (1)
              Only the pseudorange noise of Galileo and its satellite ele-
                                                                                            G
                                                                                        G
                                                                        G
                                                                   G
            vation or the C/N0 measurement show some correspond-  P =C + DCB P1−C1 = ρ + t − t   G  + T r G
                                                                   1
                                                                                        r
                                                                        1
                                                                                                 1,2
                                                                                            r
            ence, while the behavior of BDS, GPS and GLONASS is not       G     1       G       G
            obvious. Especially the noise mutation of G1, G19 and R02   + I r,1  −  γ − 1 DCB P1−P2  + ε r,1  (2)
                                                                               G
            around the 3000th, 1400th and 6000th second, respectively,         2
            fails to obtain a good response of elevation angle or C/N0.   E  E  E  E  E   E E
            An interesting fnding, however, is that the signal reception   P =ρ + t − t 1,5  + T + γ I
                                                                                          5 r,1
                                                                           r
                                                                       r
                                                                   5
                                                                                     r
            strength of GPS and Galileo satellites generally maintains a   γ 5 E           E
            good positive correlation with the elevation angle, while the   −  γ − 1  DCB E1−E5a + ε r,5
                                                                          E
            strength for BDS and GLONASS satellites does not. Tis        5                               (3)
            suggests that BDS and GLONASS satellite signals are more
            susceptible to interference.                          P = ρ + t − t R  + T + I R  −  1  DCB R  + ε R
                                                                           R
                                                                                    R
                                                                   R
                                                                       R
                                                                   1   r   r   1,2  r   r,1  R      P1−P2  r,1
                                                                                           γ − 1
                                                                                            2
                                                                                                          (4)
            Evaluation of smartphone BDS positioning          where superscripts C , G , E and R denote BDS, GPS, Gali-
            performance                                       leo and GLONASS satellite system, respectively; I and T
            In this section, we evaluate the smartphone BDS position-  are  the ionospheric delay and  tropospheric delay,
            ing performance based on the collected static and kinematic   obtained with the Klobuchar model and Saastamoinen
            pseudorange observations on BDS B1, GPS L1, Galileo   model, respectively; DCB is the diference code bias, and
            E5a and GLONASS G1 frequencies. At the same time, the   its subscript clarifes the diference between the hardware
            positioning results of other systems are used for contrastive   delays in the measured pseudoranges; let S be the satellite
            analysis, including  single-system and  multi-system  posi-  system and j be the frequency, t  is the receiver clock bias
                                                                                        S
            tioning. In this study, the observation equations for undif-  that absorbs the code delay of the receiver;  t  is the
                                                                                        r
                                                                                                      S
            ferenced pseudorange P can be expressed as follows:                                       j
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