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Görne

Method for High-Efficiency Data Compression and Transmission of Vehicle Measurement Data Through Mobile Internet

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eBook

2023

139 S. XXVII, 139 p. 40 illus. Textbook for German language market..

In englischer Sprache

Springer Gabler. ISBN 978-3-658-43799-2

Das Werk ist Teil der Reihe: Wissenschaftliche Reihe Fahrzeugtechnik Universität Stuttgart

Produktbeschreibung

Lorenz Georg Görne presents a method (PrOComp) for optimal usage of the transmission path between the vehicle and the data backend. The compression ratio of vehicle measurement data could be improved from roughly a factor of ten in conventional methods, to up to 27. The method allows vehicle measurement data to be transmitted optimally in terms of data volume via the mobile internet and via traditional transmission routes.

Through the PrOComp method, real-time data analysis over the mobile internet is feasible, as well as the collection of big data in the field. This enables key features like predictive maintenance, reactive event evaluation (for example crash events) or fast generation of AI training data. Through the usage of standardized interfaces and data formats, PrOComp can be adapted to the needs of many industry branches that feature field data collection.

Content

Foundation and State-of-the-Art
Model of the Transmission Pipeline
Introduction of the Processing, Optimization and Compression (PrOComp) Method
Measurement Results and Validation of the Method

Target Groups

Scientists in the field of remote vehicle diagnostics
Software developers in the field of big data science and data analysis

About the Author

Lorenz Georg Görne is currently employed as a systems engineer at an automotive supplier. The focus of his work is steer-by-wire technology. He completed his doctorate in automotive mechatronics at the Institute of Automotive Engineering Stuttgart (IFS) at the University of Stuttgart.