TY - GEN
T1 - A holistic framework for acquisition, processing and evaluation of vehicle fleet test data
AU - Wittmann, Michael
AU - Lohrer, Jürgen
AU - Betz, Johannes
AU - Jäger, Benedikt
AU - Kugler, Maria
AU - Klöppel, Manfred
AU - Waclaw, Adam
AU - Hann, Moritz
AU - Lienkamp, Markus
N1 - Publisher Copyright:
© 2017 IEEE.
PY - 2017/7/2
Y1 - 2017/7/2
N2 - This paper presents a novel holistic framework for acquiring, processing, and applying vehicle fleet test data for use in automotive research. An overview of different vehicle fleet tests is first given. The framework features a method for using smartphones and OBD data loggers applied up front to acquire specific vehicle fleet test data. The recorded data is subsequently stored in a relational database. Acceleration and other sensor and OBD data collected is processed in this database. This processing comprises data management, metadata creation, and application of a mapmatching algorithm. Various tools then analyze the stored and processed vehicle fleet test data. Different examples of results from current and ongoing research projects will suggest the framework's prospective possibilities.
AB - This paper presents a novel holistic framework for acquiring, processing, and applying vehicle fleet test data for use in automotive research. An overview of different vehicle fleet tests is first given. The framework features a method for using smartphones and OBD data loggers applied up front to acquire specific vehicle fleet test data. The recorded data is subsequently stored in a relational database. Acceleration and other sensor and OBD data collected is processed in this database. This processing comprises data management, metadata creation, and application of a mapmatching algorithm. Various tools then analyze the stored and processed vehicle fleet test data. Different examples of results from current and ongoing research projects will suggest the framework's prospective possibilities.
UR - http://www.scopus.com/inward/record.url?scp=85046258016&partnerID=8YFLogxK
U2 - 10.1109/ITSC.2017.8317637
DO - 10.1109/ITSC.2017.8317637
M3 - Conference contribution
AN - SCOPUS:85046258016
T3 - IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC
SP - 1
EP - 7
BT - 2017 IEEE 20th International Conference on Intelligent Transportation Systems, ITSC 2017
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 20th IEEE International Conference on Intelligent Transportation Systems, ITSC 2017
Y2 - 16 October 2017 through 19 October 2017
ER -