Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review
Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review
}
TY - CONF
T1 - Context Awareness in Systems with Limited Resources
AU - Van Laerhoven, Kristof
AU - Gellersen, Hans
AU - Cakmakci, Ozan
AU - Coutaz, Joelle
PY - 2002/7
Y1 - 2002/7
N2 - Mobile embedded systems often have strong limitations regarding available resources. In this paper we propose a statistical approach which could scale down to microcontrollers with scarce resources, to model simple contexts based on raw sensor data. As a case study, two experiments are provided where statistical modeling techniques were applied to learn and recognize different contexts, based on accelerometer data. We furthermore point out applications that utilize contextual information for power savings in mobile embedded systems.
AB - Mobile embedded systems often have strong limitations regarding available resources. In this paper we propose a statistical approach which could scale down to microcontrollers with scarce resources, to model simple contexts based on raw sensor data. As a case study, two experiments are provided where statistical modeling techniques were applied to learn and recognize different contexts, based on accelerometer data. We furthermore point out applications that utilize contextual information for power savings in mobile embedded systems.
KW - cs_eprint_id
KW - 627 cs_uid
KW - 1
M3 - Conference paper
T2 - Third Workshop on Artificial Intelligence in Mobile Systems (AIMS)
Y2 - 1 January 1900
ER -