dc.creator | Garrido-Castellano, Juan A. | es |
dc.creator | Murillo Fuentes, Juan José | es |
dc.date.accessioned | 2018-01-17T17:47:48Z | |
dc.date.available | 2018-01-17T17:47:48Z | |
dc.date.issued | 2015 | |
dc.identifier.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-. | |
dc.identifier.issn | 1687-1499 | es |
dc.identifier.uri | https://hdl.handle.net/11441/69134 | |
dc.description.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. | es |
dc.description.sponsorship | Ministerio de Ciencia e Innovación, Consolider-Ingenio CSD2008-00010,TEC2012-38800-C03-{02} and European Union (FEDER). | es |
dc.format | application/pdf | es |
dc.language.iso | eng | es |
dc.publisher | Springer | es |
dc.relation.ispartof | EURASIP Journal onWireless Communications and Networking, 171-. | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Wireless sensor network | es |
dc.subject | Kernel method | es |
dc.subject | TinyOS | es |
dc.title | On the implementation of distributed asynchronous non-linear kernel methods over wireless sensor networks | es |
dc.type | info:eu-repo/semantics/article | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
dc.type.version | info:eu-repo/semantics/publishedVersion | es |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Teoría de la Señal y Comunicaciones | es |
dc.relation.projectID | CSD2008-00010 | es |
dc.relation.projectID | TEC2012-38800-C03-{02} | es |
dc.relation.publisherversion | 10.1186/s13638-015-0382-6 | es |
dc.contributor.group | TIC155: Tratamiento de Señales y Comunicaciones | es |
idus.format.extent | 14 p. | es |
dc.journaltitle | EURASIP Journal onWireless Communications and Networking | es |
dc.publication.initialPage | 171 | es |