TY - BOOK AU - Luo,Xiaoguang TI - GPS stochastic modelling : : signal quality measures and ARMA processes T2 - Springer theses SN - 9783642348358 U1 - 621.384191 23 PY - 2013/// CY - Berlin PB - Springer-Verlag KW - Geospatial data KW - Mathematical models. KW - Stochastic models. KW - Signal processing KW - Digital techniques N1 - "Doctoral thesis accepted by the Karlsruhe Institute of Technology, Karlsruhe, Germany."; Includes bibliographical references and index; 1. Introduction.- 2. Mathematical Background.- 3. Mathematical Models for GPS Positioning.- 4. Data and GPS Processing Strategies.- 5. Observation Weighting Using Signal Quality Measures.- 6. Results of SNR-based Observation Weighting.- 7. Residual-based Temporal Correlation Modelling.- 8. Results of Residual-based Temporal Correlation Modelling.- 9. Conclusions and Recommendations.- Appendix A: Quantiles of Test Statistics.- Appendix B: Derivations of Equations.- Appendix C: Additional Graphs.- Appendix D: Additional Tables N2 - This book is a key step towards a realistic GNSS stochastic model and provides good examples of statistical verification and physical interpretation of results. It gives an overview of the GNSS error effects and details the mathematical models ER -