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» Data-Driven Processing in Sensor Networks
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INFOCOM
2008
IEEE
15 years 4 months 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
CNSR
2007
IEEE
158views Communications» more  CNSR 2007»
14 years 11 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
ICASSP
2009
IEEE
15 years 4 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...
SIGMOD
2006
ACM
170views Database» more  SIGMOD 2006»
15 years 10 months ago
Energy-efficient monitoring of extreme values in sensor networks
Monitoring extreme values (MAX or MIN) is a fundamental problem in wireless sensor networks (and in general, complex dynamic systems). This problem presents very different algorit...
Adam Silberstein, Jun Yang 0001, Kamesh Munagala
CDC
2010
IEEE
107views Control Systems» more  CDC 2010»
14 years 4 months ago
Deployment of an unreliable robotic sensor network for spatial estimation
This paper studies an optimal deployment problem for a network of robotic sensors moving in the real line. Given a spatial process of interest, each individual sensor sends a pack...
Jorge Cortes