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TitleIntelligent Processing Algorithms and Applications for GPS Positioning Data of Qinghai-Tibet Railway [electronic resource] / by Dewang Chen, Ruijun Cheng
ImprintBerlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2019
Edition 1st ed. 2019
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Descript VIII, 157 p. 85 illus., 60 illus. in color. online resource


Taking the Qinghai-Tibet Railway as an example, this book introduces intelligent processing for GPS data. As satellite positioning guarantees the safe and efficient operation of train control systems, it focuses on how to best process the GPS data collected, including the methods for error detection, reduction and information fusion. Combining theory with practical applications, the book provides essential insights into the Chinese Qinghai-Tibet Railway and novel methods of GPS data processing for GPS satellite positioning, making it a valuable resource for all those working with train control systems, train positioning systems, satellite positioning, and intelligent data processing


Satellite navigation system applying in railway -- Qinghai-Tibet Railway: history, technical difficulties and future -- Incremental Train Control System for Qinghai-Tibet Railway -- Key Technical Issues for GPS Positioning System -- Integrated error-detecting method for GPS data points by measurement knowledge -- Data reduction models and algorithms for GPS data points -- Information fusion algorithms for multiple GPS data -- Object-oriented digital GPS map for train control system based on graph theory -- Summary and Outlook

Geographical information systems Engineering mathematics Information systems Computer science -- Mathematics Transportation. Signal Image and Speech Processing. Geographical Information Systems/Cartography. Mathematical and Computational Engineering. Information Systems and Communication Service. Computational Mathematics and Numerical Analysis.


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