• DocumentCode
    852639
  • Title

    Collaborative context determination to support mobile terminal applications

  • Author

    Mäntyjärvi, Jani ; Huuskonen, Pertti ; Himberg, Johan

  • Author_Institution
    Nokia Res. Center, Espoo, Finland
  • Volume
    9
  • Issue
    5
  • fYear
    2002
  • fDate
    10/1/2002 12:00:00 AM
  • Firstpage
    39
  • Lastpage
    45
  • Abstract
    Mobile devices, together with their users, are constantly moving from one situation to another. To adapt applications to these changing contexts, the devices must have ways to recognize the contexts. There are various sources for context information: sensors, tags, positioning systems, to name a few. The raw signals from these sources are translated into higher-level interpretations of the situation. Unfortunately, such data is often unreliable and constantly changing. We seek to improve the reliability of context recognition through an analogy to human behavior. Where multiple devices are around, they can jointly negotiate on a suitable context and behave accordingly. This approach is becoming particularly attractive with the multitude of personal devices on the market. We present a collaborative context determination scheme, suggest examples of potential applications of such collaborative behavior, and raise issues of context recognition, context communication, and network requirements.
  • Keywords
    land mobile radio; radio direction-finding; telecommunication terminals; collaborative context determination; context awareness; context communication; context information sources; context recognition reliability; mobile devices; mobile terminal applications; network requirements; personal devices; positioning systems; sensors; tags; Collaboration; Context; Data mining; Feature extraction; Fuzzy sets; Hidden Markov models; Legged locomotion; Multidimensional signal processing; Multidimensional systems; Telecommunication network reliability;
  • fLanguage
    English
  • Journal_Title
    Wireless Communications, IEEE
  • Publisher
    ieee
  • ISSN
    1536-1284
  • Type

    jour

  • DOI
    10.1109/MWC.2002.1043852
  • Filename
    1043852