• DocumentCode
    3572128
  • Title

    An Electronic Travel Aid based on multi-sensor fusion using extended Kalman filter

  • Author

    Yanqi Lu ; Jian Huang ; Wenxia Xu ; Chunjing Tao ; Xitai Wang

  • Author_Institution
    Key Lab. of Minist. of Educ. for Image Process. & Intell. Control, Huazhong Univ. of Sci. & Technol., Wuhan, China
  • fYear
    2014
  • Firstpage
    25
  • Lastpage
    30
  • Abstract
    Inspired by the indoor localization technology of mobile robots, a novel Electronic Travel Aids (ETA) is developed based on multi-sensor fusion using an extended Kalman filter (EKF). A wearable sensor system is designed to estimate the real-time posture of user´s lower limb. This system can be used both for monitoring the user´s walking status and for realizing the relative localization. A belt of multiple sonar sensors worn by the user can detect the obstacle of unknown environment. Simultaneously, this sonar belt can also be used as the absolute localization device in a similar way as the mobile robot. An EKF is applied to realize the data fusion of different sensor systems. The abilities of obstacle avoidance and indoor localization of the proposed ETA are both verified through experiments.
  • Keywords
    Kalman filters; belts; collision avoidance; handicapped aids; indoor navigation; nonlinear filters; pose estimation; sensor fusion; sonar detection; EKF; ETA; data fusion; electronic travel aid; extended Kalman filter; indoor localization technology; localization device; mobile robots; multisensor fusion; obstacle avoidance; obstacle detection; real-time posture estimation; relative localization; sensor systems; sonar belt; sonar sensors; user lower limb; user walking status monitoring; wearable sensor system; Acceleration; Acoustics; Magnetic sensors; Mercury (metals); Sensor systems; Vectors; Electronic Travel Aids(ETA); extended Kalman filter(EKF); multi-sensor fusion; the wearable system;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation (WCICA), 2014 11th World Congress on
  • Type

    conf

  • DOI
    10.1109/WCICA.2014.7052681
  • Filename
    7052681