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    Community Sensor Network for Monitoring Road Roughness Using Smartphones

    Source: Journal of Computing in Civil Engineering:;2017:;Volume ( 031 ):;issue: 003
    Author:
    Rajiv Kumar
    ,
    Abhijit Mukherjee
    ,
    V. P. Singh
    DOI: 10.1061/(ASCE)CP.1943-5487.0000624
    Publisher: American Society of Civil Engineers
    Abstract: Maintenance of ever-expanding road networks all over the world is a critical task and regular monitoring of the road surface is imperative for successful maintenance. Existing monitoring techniques use dedicated vehicles equipped with sensors. Limited availability of these specialized vehicles makes regular monitoring very challenging. This paper explores a novel approach of empowering the smartphone user community for monitoring roads that they use. Smartphones are used for sensing the road surface conditions from a moving vehicle. The system involves client applications on smartphones that collect accelerations as the users travel on the roads, processing of the information and communication to a central server, georeference database, and visualization of road conditions on Google maps. In this paper, the fuzzy logic–based road surface roughness classification is proposed for monitoring the road roughness. The implementation has been demonstrated in different road networks at northern region of India. The experiment demonstrates the huge potential of user community participation in maintenance of road infrastructure.
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      Community Sensor Network for Monitoring Road Roughness Using Smartphones

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    contributor authorRajiv Kumar
    contributor authorAbhijit Mukherjee
    contributor authorV. P. Singh
    date accessioned2017-12-30T13:05:46Z
    date available2017-12-30T13:05:46Z
    date issued2017
    identifier other%28ASCE%29CP.1943-5487.0000624.pdf
    identifier urihttp://138.201.223.254:8080/yetl1/handle/yetl/4245533
    description abstractMaintenance of ever-expanding road networks all over the world is a critical task and regular monitoring of the road surface is imperative for successful maintenance. Existing monitoring techniques use dedicated vehicles equipped with sensors. Limited availability of these specialized vehicles makes regular monitoring very challenging. This paper explores a novel approach of empowering the smartphone user community for monitoring roads that they use. Smartphones are used for sensing the road surface conditions from a moving vehicle. The system involves client applications on smartphones that collect accelerations as the users travel on the roads, processing of the information and communication to a central server, georeference database, and visualization of road conditions on Google maps. In this paper, the fuzzy logic–based road surface roughness classification is proposed for monitoring the road roughness. The implementation has been demonstrated in different road networks at northern region of India. The experiment demonstrates the huge potential of user community participation in maintenance of road infrastructure.
    publisherAmerican Society of Civil Engineers
    titleCommunity Sensor Network for Monitoring Road Roughness Using Smartphones
    typeJournal Paper
    journal volume31
    journal issue3
    journal titleJournal of Computing in Civil Engineering
    identifier doi10.1061/(ASCE)CP.1943-5487.0000624
    page04016059
    treeJournal of Computing in Civil Engineering:;2017:;Volume ( 031 ):;issue: 003
    contenttypeFulltext
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