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Some applications of distributed signal processing
Citation
Valcarcel Macua, Sergio and Zazo Bello, Santiago (2014). Some applications of distributed signal processing. In: "XXIX Simposium nacional de la Unión Científica Internacional de Radio (URSI Valencia 2014)", 03/09/2014 - 05/09/2014, Valencia, Spain. pp. 1-4.
Description
| Title: | Some applications of distributed signal processing |
|---|---|
| Author/s: |
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| Item Type: | Presentation at Congress or Conference (Article) |
| Event Title: | XXIX Simposium nacional de la Unión Científica Internacional de Radio (URSI Valencia 2014) |
| Event Dates: | 03/09/2014 - 05/09/2014 |
| Event Location: | Valencia, Spain |
| Title of Book: | XXIX Simposium Nacional de la Unión Científica Internacional de Radio (URSI Valencia 2014) |
| Date: | 2014 |
| Subjects: | |
| Faculty: | E.T.S.I. Telecomunicación (UPM) |
| Department: | Señales, Sistemas y Radiocomunicaciones |
| Creative Commons Licenses: | Recognition - No derivative works - Non commercial |
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.
Funding Projects
| Type | Code | Acronym | Leader | Title |
|---|---|---|---|---|
| Government of Spain | CSD2008-00010 | Unspecified | Unspecified | Unspecified |
More information
| Item ID: | 37564 |
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| DC Identifier: | http://oa.upm.es/37564/ |
| OAI Identifier: | oai:oa.upm.es:37564 |
| Deposited by: | Memoria Investigacion |
| Deposited on: | 26 Oct 2015 19:20 |
| Last Modified: | 06 Jun 2016 19:20 |
