• DocumentCode
    2416131
  • Title

    Integrated online localization and navigation for people with visual impairments using smart phones

  • Author

    Apostolopoulos, Ilias ; Fallah, Navid ; Folmer, Eelke ; Bekris, Kostas E.

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Univ. of Nevada, Reno, NV, USA
  • fYear
    2012
  • fDate
    14-18 May 2012
  • Firstpage
    1322
  • Lastpage
    1329
  • Abstract
    Indoor localization and navigation systems for individuals with visual impairments (VI) typically rely upon extensive augmentation of the physical space or heavy, expensive sensors; thus, few systems have been adopted. This work describes a system able to guide people with VI through buildings using inexpensive sensors, such as accelerometers, which are available in portable devices like smart phones. The method takes advantage of feedback from the human user, who confirms the presence of landmarks. The system calculates the user´s location in real time and uses it to provide audio instructions on how to reach the desired destination. Previous work suggested that the accuracy of the approach depended on the type of directions and the availability of an appropriate transition model for the user. A critical parameter for the transition model is the user´s step length. The current work investigates different schemes for automatically computing the user´s step length and reducing the dependency of the approach to the definition of an accurate transition model. Furthermore, the direction provision method is able to use the localization estimate and adapt to failed executions of paths by the users. Experiments are presented that evaluate the accuracy of the overall integrated system, which is executed online on a smart phone. Both people with visual impairments, as well as blindfolded sighted people, participated in the experiments. The experiments included paths along multiple floors, that required the use of stairs and elevators.
  • Keywords
    feedback; handicapped aids; indoor environment; navigation; path planning; portable instruments; real-time systems; sensors; smart phones; audio instructions; automatic computing; blindfolded sighted people; direction provision method; elevators; expensive sensors; human user; indoor navigation systems; inexpensive sensors; integrated online localization; integrated online navigation; multiple floors; physical space augmentation; portable devices; real time system; smart phones; stairs; user step length; user transition model; visual impairments; Estimation; Navigation; Sensors; Smart phones; Tiles; Visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Automation (ICRA), 2012 IEEE International Conference on
  • Conference_Location
    Saint Paul, MN
  • ISSN
    1050-4729
  • Print_ISBN
    978-1-4673-1403-9
  • Electronic_ISBN
    1050-4729
  • Type

    conf

  • DOI
    10.1109/ICRA.2012.6225093
  • Filename
    6225093