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
Link To Document :
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