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» Event Processing Middleware for Wireless Sensor Networks
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ICASSP
2009
IEEE
16 years 1 months ago
Functional estimation in Hilbert space for distributed learning in wireless sensor networks
In this paper, we propose a distributed learning strategy in wireless sensor networks. Taking advantage of recent developments on kernel-based machine learning, we consider a new ...
Paul Honeine, Cédric Richard, José C...
INFOCOM
2008
IEEE
16 years 20 days ago
A Singlehop Collaborative Feedback Primitive for Wireless Sensor Networks
Abstract—To achieve scalability, energy-efficiency, and timeliness, wireless sensor network deployments increasingly employ in-network processing. In this paper, we identify sin...
Murat Demirbas, Onur Soysal, Muzammil Hussain
ICASSP
2011
IEEE
14 years 10 months ago
Distributed Gaussian particle filtering using likelihood consensus
We propose a distributed implementation of the Gaussian particle filter (GPF) for use in a wireless sensor network. Each sensor runs a local GPF that computes a global state esti...
Ondrej Hlinka, Ondrej Sluciak, Franz Hlawatsch, Pe...
CNSR
2007
IEEE
158views Communications» more  CNSR 2007»
15 years 8 months ago
Bounding the Information Collection Performance of Wireless Sensor Network Routing
Wireless sensor networks have mainly been designed for information-collecting purposes, such as habitat monitoring, product process tracing, battlefield surveillance, etc. In orde...
Qinghua Wang, Tingting Zhang, Stefan Pettersson
IPSN
2004
Springer
15 years 11 months ago
Backcasting: adaptive sampling for sensor networks
Wireless sensor networks provide an attractive approach to spatially monitoring environments. Wireless technology makes these systems relatively flexible, but also places heavy d...
Rebecca Willett, Aline Martin, Robert Nowak