DocumentCode :
2726900
Title :
Real time pothole detection using Android smartphones with accelerometers
Author :
Mednis, Artis ; Strazdins, Girts ; Zviedris, Reinholds ; Kanonirs, Georgijs ; Selavo, Leo
Author_Institution :
Digital Signal Process. Lab., Inst. of Electron. & Comput. Sci., Riga, Latvia
fYear :
2011
fDate :
27-29 June 2011
Firstpage :
1
Lastpage :
6
Abstract :
The importance of the road infrastructure for the society could be compared with importance of blood vessels for humans. To ensure road surface quality it should be monitored continuously and repaired as necessary. The optimal distribution of resources for road repairs is possible providing the availability of comprehensive and objective real time data about the state of the roads. Participatory sensing is a promising approach for such data collection. The paper is describing a mobile sensing system for road irregularity detection using Android OS based smart-phones. Selected data processing algorithms are discussed and their evaluation presented with true positive rate as high as 90% using real world data. The optimal parameters for the algorithms are determined as well as recommendations for their application.
Keywords :
accelerometers; data acquisition; mobile computing; mobile handsets; roads; traffic engineering computing; Android OS; Android smartphone; accelerometer; continuous monitoring; data collection; data processing algorithm; mobile sensing system; participatory sensing; real time data; real time pothole detection; road infrastructure; road irregularity detection; road repair; road state data; road surface quality; Accelerometers; Algorithm design and analysis; Roads; Sensors; Software; Software algorithms; Vehicles; accelerometers; algorithms; mobile sensing; participatory sensing; potholes;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Distributed Computing in Sensor Systems and Workshops (DCOSS), 2011 International Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4577-0512-0
Electronic_ISBN :
978-1-4577-0511-3
Type :
conf
DOI :
10.1109/DCOSS.2011.5982206
Filename :
5982206
Link To Document :
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