Road Condition Estimation with Data Mining Methods using Vehicle Based Sensors
Masino, Johannes
Road Condition Estimation with Data Mining Methods using Vehicle Based Sensors - Karlsruhe KIT Scientific Publishing 2021 - 1 electronic resource (234 p.)
Open Access
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.
Creative Commons
English
KSP/1000104538 9783731510048
10.5445/KSP/1000104538 doi
Mechanical engineering & materials
Maschinelles Lernen Fahrzeugtechnik Straßenschäden Fahrzeugsensorik Maschine Learning Vehicle Technology Road Condition Vehicle Sensors
Road Condition Estimation with Data Mining Methods using Vehicle Based Sensors - Karlsruhe KIT Scientific Publishing 2021 - 1 electronic resource (234 p.)
Open Access
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.
Creative Commons
English
KSP/1000104538 9783731510048
10.5445/KSP/1000104538 doi
Mechanical engineering & materials
Maschinelles Lernen Fahrzeugtechnik Straßenschäden Fahrzeugsensorik Maschine Learning Vehicle Technology Road Condition Vehicle Sensors