Road Condition Estimation with Data Mining Methods using Vehicle Based Sensors

The work provides novel methods to process inertial sensor and acoustic sensor data for road condition estimation and monitoring with application in vehicles, which serve as sensor platforms. Furthermore, methods are introduced to combine the results from various vehicles for a more reliable estimat...

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Bibliographic Details
Format: eBook
Language:English
Published: Karlsruhe KIT Scientific Publishing 2021
Series:Karlsruher Schriftenreihe Fahrzeugsystemtechnik
Subjects:
Online Access:Open Access: DOAB: description of the publication
Open Access: DOAB, download the publication
Description
Summary:The work provides novel methods to process inertial sensor and acoustic sensor data for road condition estimation and monitoring with application in vehicles, which serve as sensor platforms. Furthermore, methods are introduced to combine the results from various vehicles for a more reliable estimation.
Physical Description:1 online resource (234 p.)
ISBN:9783731510048
KSP/1000104538
Access:Open Access