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On the implementation of distributed asynchronous non-linear kernel methods over wireless sensor networks

 

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Opened Access On the implementation of distributed asynchronous non-linear kernel methods over wireless sensor networks
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Author: Garrido-Castellano, Juan A.
Murillo-Fuentes, Juan José
Department: Universidad de Sevilla. Departamento de Teoría de la Señal y Comunicaciones
Date: 2015
Published in: EURASIP Journal onWireless Communications and Networking, 171-.
Document type: Article
Abstract: In this paper, we face the implementation of a non-linear kernel method for regression on a wireless sensor network (WSN) based on MICAz motes. The operating system used is TinyOS 2.1.1. The algorithm estimates the value of some magnitude from the measurements of the motes in a distributed approach where information and computations are performed asynchronously. This proposal includes a research on the potential problems encountered along with the developed solutions. Namely, matrix and floating computations, acknowledgement mechanisms and data loss.
Cite: Garrido-Castellano, J.A. y Murillo-Fuentes, J.J. (2015). On the implementation of distributed asynchronous non-linear kernel methods over wireless sensor networks. EURASIP Journal onWireless Communications and Networking, 171-.
Size: 1.797Mb
Format: PDF

URI: https://hdl.handle.net/11441/69134

This work is under a Creative Commons License: 
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