AI Article Synopsis

  • The expansion of high-precision applications has led to increased demand for low-cost, modular receivers that require improved carrier-phase data preprocessing.
  • A new method for detecting and repairing cycle slips in GPS + BeiDou systems utilizes a Time-differenced Carrier Phase model to enhance data quality by minimizing Inner-System Bias and handling noise more effectively.
  • This two-step process involves detecting cycle slips with an Improved Local Analysis Method and then using least squares estimation to repair them, demonstrating superior effectiveness over using GPS alone.

Article Abstract

As the field of high-precision applications based on carriers continues to expand, the development of low-cost, small, modular receivers and their application in diverse scenarios and situations with complex data quality has increased the requirements of carrier-phase data preprocessing. A new geometry-based cycle slip detection and repair method based on Global Position System (GPS) + BeiDou Navigation Satellite System (BDS) is proposed. The method uses a Time-differenced Carrier Phase (TDCP) model, which eliminates the Inner-System Bias (ISB) between GPS and BDS, and it is conducive to the effective combination of GPS and BDS. It avoids the interference of the noise of the pseudo-range with cycle slip detection, while the cycle slips are preserved as integers. This method does not limit the receiver frequency number, and it is applicable to single-frequency data. The process is divided into two steps to detect and repair cycle slip. The first step is cycle slip detection, using the Improved Local Analysis Method (ILAM) to find satellites that have cycle slips; The second step is to repair the cycle slips, including estimating the float solution of changes in ambiguities at the satellites that have cycle slips with the least squares method and the integer solution of the cycle slips by rounding. In the process of rounding, in addition to the success probability, a decimal test is carried out to validate the result. Finally, experiments with filed test data are carried out to prove the effectiveness of this method. The results show that the detectable cycle slips number with GPS + BDS is much greater than that with GPS. The method can also detect the non-integer outliers while fixing the cycle slip. The maximum decimal bias in repair is less than that with GPS. It implies that this method takes full advantages of multi-system.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5191045PMC
http://dx.doi.org/10.3390/s16122064DOI Listing

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