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Xia et al. Satell Navig             (2021) 2:8                                        Page 17 of 19


























              Fig. 21  Kinematic smartphone positioning bias RMS of BDS and GPS   Fig. 23  Kinematic smartphone positioning bias RMS of BDS and GPS
              with respect to the BDS/GPS combination          in the semi-open area



              Figure  20  shows  the  positioning  bias  series  of BDS   GPS  in  the  east,  north  and  up  directions  are  shown
            and GPS in the three directions relative to the BDS/GPS   in Fig. 21. Only from the perspective of experimental
            fusion results.                                   results, the smartphone kinematic positioning perfor-
              The term bias used here refers to the difference   mance of BDS in complex environments is not compa-
            between the determined position using a single satel-  rable to GPS. However, it cannot be ruled out that the
            lite system and the position using the integrated BDS/  degradation of smartphone BDS positioning perfor-
            GPS system. We can clearly see that the bias ampli-  mance is limited by the hardware of the phone.
            tude of GPS is smaller than that of BDS. Even in harsh   We  also  selected a typical  semi-open  area  for  the
            environments, GPS positioning results can still main-  positioning  comparison  of  BDS  and  GPS.  Figure  22
            tain relatively good precision. On the contrary, the   shows the data collection path and its surrounding
            positioning performance of BDS is greatly affected by   environment, and the corresponding epochs were
            the environment, which is illustrated by the results at   between the 290th second and the 430th second.
            about the 0–280th second and the 440th–750th sec-   Similarly, we calculated their respective positioning
            ond. The bias Root Mean Squares (RMS) of BDS and   bias RMS relative to the BDS/GPS fusion results. From





























              Fig. 22  a A semi-open area and b its actual view in the kinematic scenario
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