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ICASSP
2010
IEEE
15 years 7 months ago
Distributed Lasso for in-network linear regression
The least-absolute shrinkage and selection operator (Lasso) is a popular tool for joint estimation and continuous variable selection, especially well-suited for the under-determin...
Juan Andrés Bazerque, Gonzalo Mateos, Georg...
CORR
2010
Springer
163views Education» more  CORR 2010»
15 years 7 months ago
Distributed Principal Component Analysis for Wireless Sensor Networks
Abstract: The Principal Component Analysis (PCA) is a data dimensionality reduction technique well-suited for processing data from sensor networks. It can be applied to tasks like ...
Yann-Aël Le Borgne, Sylvain Raybaud, Gianluca...
CORR
2010
Springer
130views Education» more  CORR 2010»
15 years 7 months ago
Discrete Partitioning and Coverage Control for Gossiping Robots
We propose distributed algorithms to automatically deploy a group of mobile robots to partition and provide coverage of a non-convex environment. To handle arbitrary nonconvex envi...
Joseph W. Durham, Ruggero Carli, Paolo Frasca, Fra...
COMSUR
2006
87views more  COMSUR 2006»
15 years 7 months ago
Handover schemes in satellite networks: State-of-the-art and future research directions
Low Earth Orbit (LEO) satellites will work as an important component in future data communication networks. LEO satellites provide low end-to-end delays and efficient frequency spe...
Pulak K. Chowdhury, Mohammed Atiquzzaman, William ...
CORR
2007
Springer
156views Education» more  CORR 2007»
15 years 7 months ago
Analysis of a Mixed Strategy for Multiple Relay Networks
Abstract— Infrastructure based wireless communications systems as well as ad hoc networks experience a growing importance in present-day telecommunications. An increased density ...
Peter Rost, Gerhard Fettweis