Memorias de investigación
Communications at congresses:
Some Applications of Distributed Signal Processing
Year:2014

Research Areas
  • Processing and signal analysis,
  • Estimators and predictors,
  • Learning

Information
Abstract
In this work we review some earlier distributed algorithms developed by the authors and collaborators, which are based on two different approaches, namely, distributed moment estimation and distributed stochastic approximations. We show applications of these algorithms on image compression, linear classification and stochastic optimal control. In all cases, the benefit of cooperation is clear: even when the nodes have access to small portions of the data, by exchanging their estimates, they achieve the same performance as that of a centralized architecture, which would gather all the data from all the nodes.
International
No
Congress
XXIX Simposium Nacional de la Unión Científica Internacional de Radio, URSI 2014
960
Place
Valencia
Reviewers
Si
ISBN/ISSN
978-84-9048-264-3
Start Date
03/09/2014
End Date
05/09/2014
From page
1
To page
4
URSI VALENCIA 2014. XXIX SIMPOSIUM NACIONAL DE LA UNIÓN CIENTÍFICA INTERNACIONAL DE RADIO
Participants

Research Group, Departaments and Institutes related
  • Creador: Grupo de Investigación: Grupo de Aplicaciones del Procesado de Señal (GAPS)
  • Departamento: Señales, Sistemas y Radiocomunicaciones