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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| Hoofdauteur: | |
|---|---|
| Formaat: | Online |
| Taal: | Engels |
| Gepubliceerd in: |
KIT Scientific Publishing
2021
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| Onderwerpen: | |
| Online toegang: | ONIX_20210527_9783731510048_19 |
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| _version_ | 1869518660818698240 |
|---|---|
| author | Masino, Johannes |
| author_browse | Masino, Johannes |
| author_facet | Masino, Johannes |
| author_sort | Masino, Johannes |
| collection | Directory of Open Access Books |
| description | 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. |
| format | Online |
| id | doab-20.500.12854ir-70074 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | KIT Scientific Publishing |
| publisherStr | KIT Scientific Publishing |
| record_format | ojs |
| spelling | doab-20.500.12854ir-700742025-08-13T14:12:30Z Road Condition Estimation with Data Mining Methods using Vehicle Based Sensors Masino, Johannes Maschinelles Lernen Fahrzeugtechnik Straßenschäden Fahrzeugsensorik Maschine Learning Vehicle Technology Road Condition Vehicle Sensors thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials bic Book Industry Communication::T Technology, engineering, agriculture::TG Mechanical engineering & materials thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials 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. 2021-05-28T02:00:40Z 2021-05-28T02:00:40Z 2021-05-27T09:28:12Z 2021 book ONIX_20210527_9783731510048_19 OCN: 1258399535 1869-6058 https://library.oapen.org/handle/20.500.12657/48822 9783731510048 https://directory.doabooks.org/handle/20.500.12854/70074 eng Karlsruher Schriftenreihe Fahrzeugsystemtechnik open access image/jpeg image/jpeg image/jpeg image/jpeg n/a n/a n/a n/a https://library.oapen.org/bitstream/20.500.12657/48822/1/road-condition-estimation-with-data-mining-methods-using-vehicle-based-sensors.pdf https://library.oapen.org/bitstream/20.500.12657/48822/1/road-condition-estimation-with-data-mining-methods-using-vehicle-based-sensors.pdf https://library.oapen.org/bitstream/20.500.12657/48822/1/road-condition-estimation-with-data-mining-methods-using-vehicle-based-sensors.pdf https://library.oapen.org/bitstream/20.500.12657/48822/1/road-condition-estimation-with-data-mining-methods-using-vehicle-based-sensors.pdf KIT Scientific Publishing 10.5445/KSP/1000104538 10.5445/KSP/1000104538 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 9783731510048 AG Universitätsverlage 234 Karlsruhe open access |
| spellingShingle | Maschinelles Lernen Fahrzeugtechnik Straßenschäden Fahrzeugsensorik Maschine Learning Vehicle Technology Road Condition Vehicle Sensors thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials bic Book Industry Communication::T Technology, engineering, agriculture::TG Mechanical engineering & materials thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials Masino, Johannes Road Condition Estimation with Data Mining Methods using Vehicle Based Sensors |
| title | Road Condition Estimation with Data Mining Methods using Vehicle Based Sensors |
| title_full | Road Condition Estimation with Data Mining Methods using Vehicle Based Sensors |
| title_fullStr | Road Condition Estimation with Data Mining Methods using Vehicle Based Sensors |
| title_full_unstemmed | Road Condition Estimation with Data Mining Methods using Vehicle Based Sensors |
| title_short | Road Condition Estimation with Data Mining Methods using Vehicle Based Sensors |
| title_sort | road condition estimation with data mining methods using vehicle based sensors |
| topic | Maschinelles Lernen Fahrzeugtechnik Straßenschäden Fahrzeugsensorik Maschine Learning Vehicle Technology Road Condition Vehicle Sensors thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials bic Book Industry Communication::T Technology, engineering, agriculture::TG Mechanical engineering & materials thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials |
| topic_facet | Maschinelles Lernen Fahrzeugtechnik Straßenschäden Fahrzeugsensorik Maschine Learning Vehicle Technology Road Condition Vehicle Sensors thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials bic Book Industry Communication::T Technology, engineering, agriculture::TG Mechanical engineering & materials thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials |
| url | ONIX_20210527_9783731510048_19 |
| work_keys_str_mv | AT masinojohannes roadconditionestimationwithdataminingmethodsusingvehiclebasedsensors |