• DocumentCode
    3517529
  • Title

    Poster abstract: SmartRoad: A crowd-sourced traffic regulator detection and identification system

  • Author

    Shaohan Hu ; Lu Su ; Hengchang Liu ; Hongyan Wang ; Abdelzaher, Tarek F.

  • Author_Institution
    Dept. of Comput. Sci., Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA
  • fYear
    2013
  • fDate
    8-11 April 2013
  • Firstpage
    331
  • Lastpage
    332
  • Abstract
    In this paper we present SmartRoad, a crowd-sourced sensing system that detects and identifies traffic regulators, traffic lights and stop signs in particular. As an alternative to expensive road surveys, SmartRoad works on participatory sensing data collected from GPS sensors from in-vehicle smartphones. The resulting traffic regulator information can be used for many assisted-driving or navigation systems. We implement SmartRoad on a vehicular smartphone testbed, and deploy on 35 external volunteer users´ vehicles for two months. Experiment results show that SmartRoad can robustly, effectively and efficiently carry out its detection and identification tasks without consuming excessive communication energy/bandwidth or requiring too much ground truth information.
  • Keywords
    Global Positioning System; data acquisition; road traffic control; smart phones; wireless sensor networks; GPS sensors; SmartRoad; crowd-sourced sensing system; crowd-sourced traffic regulator detection; identification system; in-vehicle smartphones; Data acquisition; Feature extraction; Regulators; Sensors; Servers; Training; Vehicles; Crowd Source; Road Sensing; Traffic Regulator;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Processing in Sensor Networks (IPSN), 2013 ACM/IEEE International Conference on
  • Conference_Location
    Philadelphia, PA
  • Type

    conf

  • DOI
    10.1109/IPSN.2013.6917601
  • Filename
    6917601