书目名称 | Method for High-Efficiency Data Compression and Transmission of Vehicle Measurement Data Through Mob |
编辑 | Lorenz Georg Görne |
视频video | |
概述 | Optimization of vehicle measurement data upload.Efficient transmission path between the vehicle and the data backend.Local processing steps in the vehicle described mathematically |
丛书名称 | Wissenschaftliche Reihe Fahrzeugtechnik Universität Stuttgart |
图书封面 |  |
描述 | .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.. |
出版日期 | Book 2024 |
关键词 | Vehicle Big-Data; Mobile Internet Telemetry; Vehicle Data Transmission; Vehicle Data Compression; Remote |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-658-43799-2 |
isbn_softcover | 978-3-658-43798-5 |
isbn_ebook | 978-3-658-43799-2Series ISSN 2567-0042 Series E-ISSN 2567-0352 |
issn_series | 2567-0042 |
copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Fachmedien Wies |