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» Learning from sensor network data
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DMSN
2004
ACM
15 years 3 months ago
Predictive filtering: a learning-based approach to data stream filtering
Recent years have witnessed an increasing interest in filtering of distributed data streams, such as those produced by networked sensors. The focus is to conserve bandwidth and se...
Vibhore Kumar, Brian F. Cooper, Shamkant B. Navath...
ESAS
2007
Springer
15 years 4 months ago
Multiple Target Localisation in Sensor Networks with Location Privacy
Abstract. It is now well known that data-fusion from multiple sensors can improve detection and localisation of targets. Traditional data fusion requires the sharing of detailed da...
Matthew Roughan, Jon Arnold
PERCOM
2008
ACM
15 years 9 months ago
HARMONI: Context-aware Filtering of Sensor Data for Continuous Remote Health Monitoring
A promising architecture for remote healthcare monitoring involves the use of a pervasive device (such as a cellular phone), which aggregates data from multiple body-worn medical ...
Iqbal Mohomed, Archan Misra, Maria Ebling, William...
TSP
2008
167views more  TSP 2008»
14 years 9 months ago
Decentralized Adaptive Filtering Algorithms for Sensor Activation in an Unattended Ground Sensor Network
Abstract--We present decentralized adaptive filtering algorithms for sensor activation control in an unattended ground sensor network (UGSN) comprised of ZigBee-enabled nodes. Node...
Vikram Krishnamurthy, Michael Maskery, Gang George...
ICDCS
2007
IEEE
15 years 4 months ago
Iso-Map: Energy-Efficient Contour Mapping in Wireless Sensor Networks
Contour mapping is a crucial part of many wireless sensor network applications. Many efforts have been made to avoid collecting data from all the sensors in the network and produc...
Yunhao Liu, Mo Li