• DocumentCode
    3132008
  • Title

    Intelligent information dissemination in collaborative, context-aware environments

  • Author

    Frank, Korbinian ; Röckl, Matthias ; Pfeifer, Tom

  • Author_Institution
    Inst. of Commun. & Navig., German Aerosp. Center (DLR), Oberpfaffenhofen, Germany
  • fYear
    2011
  • fDate
    21-25 March 2011
  • Firstpage
    56
  • Lastpage
    62
  • Abstract
    Today´s mobile computing environments aggregate many entities, all of them with a number of internal sensors, processing applications and other, user given information that can be shared with others over the available networks. Tomorrow´s ubiquitous computing environments, where the number of sensors is assumed to be even significantly higher, face the challenge that information exchange between entities has to be controlled, not only to protect privacy and to unburden the wireless networks - but also to reduce load on the receiving entities that have to process all incoming information. The approach we propose in this work measures the importance of some information and the interest of the receiver in it, before it is transferred. We apply it in two scenarios with limited resources. In vehicle-to-vehicle communications the transmission time while cars meet and bandwidth availability of the wireless channel is the critical resource, forcing to reduce information exchange. In context inference on mobile devices processing power and battery life are limited and responsiveness to user actions is most important. Hence only the most important information should be processed.
  • Keywords
    inference mechanisms; information dissemination; mobile computing; traffic engineering computing; vehicular ad hoc networks; battery life; collaborative context-aware environments; context inference; information exchange; intelligent information dissemination; mobile computing environments; mobile devices processing power; ubiquitous computing environments; vehicle-to-vehicle communications; wireless channel; Acceleration; Context; Random variables; Roads; Sensors; Uncertainty; Vehicles; Bayesian Networks; Bayeslet; Car-to-Car; Composition; Context Inference; Entropy; Information Dissemination; Mutual Information; V2V; VANET; Value of Information; Vehicle ad-hoc networks; Vehicle-to-Vehicle;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pervasive Computing and Communications Workshops (PERCOM Workshops), 2011 IEEE International Conference on
  • Conference_Location
    Seattle, WA
  • Print_ISBN
    978-1-61284-938-6
  • Electronic_ISBN
    978-1-61284-936-2
  • Type

    conf

  • DOI
    10.1109/PERCOMW.2011.5766954
  • Filename
    5766954