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Autor Luo, Xiaoguang. author.

Título GPS Stochastic Modelling [electronic resource] : Signal Quality Measures and ARMA Processes / by Xiaoguang Luo.

Publicación Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
Descripción física XXIII, 331 p. 129 illus., 127 illus. in color. online resource.
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
text file PDF rda
Colección Springer Theses, Recognizing Outstanding Ph.D. Research, 2190-5053
Springer Theses, Recognizing Outstanding Ph.D. Research, 2190-5053
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Springer eBooks. Earth and Environmental Science
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Contiene: 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.
Resumen: 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 simplified and incomplete, leading to overly optimistic accuracy estimates. This work extends the stochastic model using signal-to-noise ratio (SNR) measurements and time series analysis of observation residuals. The proposed SNR-based observation weighting model significantly improves the results of GPS data analysis, while the temporal correlation of GPS observation noise can be efficiently described by means of autoregressive moving average (ARMA) processes. Furthermore, this work includes an up-to-date overview of the GNSS error effects and a comprehensive description of various mathematical methods.
Materia Geography.
Remote sensing.
Mathematical physics.
Geography.
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Remote Sensing/Photogrammetry.
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Mathematical Applications in the Physical Sciences.
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Signal, Image and Speech Processing.
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Autor secundario SpringerLink (Online service)
En Springer eBooks
OTRO SOPORTE Printed edition: 9783642348358
ISBN 9783642348365 978-3-642-34836-5
ISBN/ISSN 10.1007/978-3-642-34836-5 doi