GPS Stochastic Modelling Signal Quality Measures and ARMA Processes /

• Main Author: Luo, Xiaoguang. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
• Series: Springer Theses, Recognizing Outstanding Ph.D. Research,
• Subjects: Geography.; Remote sensing.; Remote Sensing/Photogrammetry.; Mathematical Applications in the Physical Sciences.; Signal, Image and Speech Processing.
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-3-642-34836-5

Global Navigation Satellite Systems (GNSS), such as GPS, have become an efficient, reliable and standard tool for a wide range of applications. However, when processing GNSS data, the stochastic model characterising the precision of observations and the correlations between them is usually simplifie...

Table of Contents:

• Introduction
• Mathematical Background
• Mathematical Models for GPS Positioning
• Data and GPS Processing Strategies
• Observation Weighting Using Signal Quality Measures
• Results of SNR-based Observation Weighting
• Residual-based Temporal Correlation Modelling
• Results of Residual-based Temporal Correlation Modelling
• Conclusions and Recommendations
• Quantiles of Test Statistics
• Derivations of Equations
• Additional Graphs
• Additional Tables.