GPS Stochastic Modelling: Signal Quality Measures and ARMA Processes by Xiaoguang Luo (Paperback, 2016)

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ISBN-13: 9783662511886, 978-3662511886.

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Product Information

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.

Product Identifiers

PublisherSpringer-Verlag Berlin AND Heidelberg Gmbh & Co. KG
ISBN-139783662511886
eBay Product ID (ePID)229554372

Product Key Features

Number of Pages331 Pages
Publication NameGps Stochastic Modelling: Signal Quality Measures and Arma Processes
LanguageEnglish
SubjectEngineering & Technology, Geography & Geosciences, Computer Science, Mathematics
Publication Year2016
TypeTextbook
AuthorXiaoguang Luo
SeriesSpringer Theses
FormatPaperback

Dimensions

Item Height235 mm
Item Weight5387 g
Item Width155 mm

Additional Product Features

Country/Region of ManufactureGermany
Title_AuthorXiaoguang Luo

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