Article
On the implementation of distributed asynchronous non-linear kernel methods over wireless sensor networks
Author/s | Garrido-Castellano, Juan A.
Murillo Fuentes, Juan José |
Department | Universidad de Sevilla. Departamento de Teoría de la Señal y Comunicaciones |
Publication Date | 2015 |
Deposit Date | 2018-01-17 |
Published in |
|
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 ... 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. |
Project ID. | CSD2008-00010
TEC2012-38800-C03-{02} |
Citation | 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-. |
Files | Size | Format | View | Description |
---|---|---|---|---|
Eurasip J._Murillo_ 2015_0A.pdf | 1.797Mb | [PDF] | View/ | |