• DocumentCode
    1915839
  • Title

    Multi-sensory system for obstacle detection on railways

  • Author

    Garcia-Dominguez, Juan J. ; Urena, J.U. ; Hernandez-Alonso, Alvaro ; Mazo-Quintas, Manuel ; Vazquez, Juan F. ; Diaz, Ma Jesiuis

  • Author_Institution
    Dept. of Electron., Univ. of Alcala, Madrid
  • fYear
    2008
  • fDate
    12-15 May 2008
  • Firstpage
    2091
  • Lastpage
    2096
  • Abstract
    In the current railway systems, it is becoming more necessary to have safety elements in order to avoid accidents. One of the causes that can provoke serious accidents is the existence of obstacles on the tracks. In this work, a multi-sensory barrier - consisting of infrared (IR) and ultrasonic (US) sensors- and a vision system, is proposed in order to inform the monitoring system of the existence of obstacles. Due to the fact that any sensor has detection problems which are strongly dependent on meteorological conditions, the use of different sensors for the same task is justified so that the drawback of one sensor is compensated for by the others. The high degree of reliability needed in these environments, where the safety is fundamental, recommends the use of a multi-sensory system. Principal components analysis is applied to the data obtain from the barrier and from the vision system. The use of this technique with the barrier permits concluding if there are obstacles on the tracks; and with the vision system information about moving objects is obtained.
  • Keywords
    collision avoidance; infrared detectors; object detection; principal component analysis; railway accidents; railway engineering; railway safety; ultrasonic devices; accident prevention; infrared sensor; meteorological condition; multisensory system; obstacle detection; obstacle monitoring system; principal components analysis; railway tracks; railways; safety elements; ultrasonic sensors; vision system information; Accidents; Laser radar; Machine vision; Object detection; Principal component analysis; Proposals; Rail transportation; Railway safety; Sensor systems; Vehicles; Multi-sensory system; false alarms reduction; principal components analysis; sensor emission codification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Instrumentation and Measurement Technology Conference Proceedings, 2008. IMTC 2008. IEEE
  • Conference_Location
    Victoria, BC
  • ISSN
    1091-5281
  • Print_ISBN
    978-1-4244-1540-3
  • Electronic_ISBN
    1091-5281
  • Type

    conf

  • DOI
    10.1109/IMTC.2008.4547393
  • Filename
    4547393