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Fuzzy techniques for robust localization & tracking
dc.contributor.author | Pérez Neira, Ana Isabel |
dc.contributor.author | Lagunas Hernandez, Miguel A. |
dc.contributor.author | Bas, J |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions |
dc.date.accessioned | 2017-04-07T16:04:41Z |
dc.date.available | 2017-04-07T16:04:41Z |
dc.date.issued | 1997 |
dc.identifier.citation | Perez, A., Lagunas, M., Bas, J. Fuzzy techniques for robust localization & tracking. A: 5th COLLOQUE SUR LE TRAITEMENT DU SIGNAL ET DES IMAGES. "PROCEEDING". Grenoble: GRETSI SERVICE, 1997, p. 933-936. |
dc.identifier.uri | http://hdl.handle.net/2117/103461 |
dc.description.abstract | This work addresses the problem of spatial reference estimation in mobile scenarios. Novel techniques based on fuzzy logic are introduced to enhance the performance of a tracking system. Specifically, the model-free function approximation capability of fuzzy logic is used to obtain high resolution angle estimates from the spatial spectral density. These estimates are used to improve the resolution of the tracker. To the authors knowledge it is the first time that fuzzy logic is introduced in array spectral estimation. This work also develops a fuzzy controller for acting as an interpolative supervisor of different trackers that apply in different operating conditions of the dynamic nonlinear system. The result is a robust localization and tracking system that presents a low computational burden and that attains a resolution comparable to that of Singular Value Decomposition techniques. |
dc.format.extent | 4 p. |
dc.language.iso | eng |
dc.publisher | GRETSI SERVICE |
dc.rights | Attribution-NonCommercial-NoDerivs 3.0 Spain |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
dc.subject | Àrees temàtiques de la UPC::Enginyeria de la telecomunicació |
dc.subject.lcsh | Telecommunication |
dc.title | Fuzzy techniques for robust localization & tracking |
dc.type | Conference report |
dc.subject.lemac | Telecomunicació |
dc.contributor.group | Universitat Politècnica de Catalunya. A&MP - Grup de Processament d'Arrays i Sistemes Multicanal |
dc.description.peerreviewed | Peer Reviewed |
dc.rights.access | Open Access |
local.identifier.drac | 2471419 |
dc.description.version | Postprint (published version) |
local.citation.author | Perez, A.; Lagunas, M.; Bas, J. |
local.citation.contributor | 5th COLLOQUE SUR LE TRAITEMENT DU SIGNAL ET DES IMAGES |
local.citation.pubplace | Grenoble |
local.citation.publicationName | PROCEEDING |
local.citation.startingPage | 933 |
local.citation.endingPage | 936 |