A linear estimator for network localization using integrated RSS and AOA measurements
| dc.contributor.author | Tomic, Slavisa | |
| dc.contributor.author | Beko, Marko | |
| dc.contributor.author | Tuba, Milan | |
| dc.contributor.institution | Escola de Comunicação, Arquitetura, Artes e Tecnologias da Informação | |
| dc.contributor.institution | Faculdade de Engenharia | |
| dc.contributor.institution | COPELABS (FCT) - Centro de Investigação em Computação Centrada nas Pessoas e Cognição (CTS) | |
| dc.date.issued | 2019-03 | |
| dc.description | Publisher Copyright: © 2019 IEEE. | |
| dc.description.abstract | This letter addresses the problem of simultaneous localization of multiple targets in three-dimensional cooperative wireless sensor networks. To this end, integrated received signal strength and angle of arrival measurements are employed. By exploiting the convenient nature of spherical representation of the considered problem, the measurement models are linearized and a sub-optimal estimator is formulated. Unlike the maximum likelihood estimator, which is highly non-convex and difficult to tackle directly, the derived estimator is quadratic and has a closed-form solution. Its computational complexity is linear in the number of connections and its accuracy surpasses the accuracy of existing ones in all considered scenarios. | en |
| dc.description.status | Peer reviewed | |
| dc.identifier.citation | Tomic , S , Beko , M & Tuba , M 2019 , ' A linear estimator for network localization using integrated RSS and AOA measurements ' , IEEE Signal Processing Letters , vol. 26 , no. 3 , 8607068 , pp. 405-409 . https://doi.org/10.1109/LSP.2019.2892225 | |
| dc.identifier.doi | https://doi.org/10.1109/LSP.2019.2892225 | |
| dc.identifier.issn | 1070-9908 | |
| dc.identifier.url | http://www.scopus.com/inward/record.url?scp=85061042581&partnerID=8YFLogxK | |
| dc.language.iso | eng | |
| dc.publisher | Institute of Electrical and Electronics Engineers Inc. | |
| dc.relation.ispartofseries | vol.26, no.3, 405-409 | |
| dc.rights | openAccess | |
| dc.subject | ENGENHARIA ELETROTÉCNICA | |
| dc.subject | REGRESSÕES LINEARES | |
| dc.subject | RECEIVED SIGNAL STRENGTH | |
| dc.subject | ANGLE OF ARRIVAL | |
| dc.subject | ELECTROTECHNICAL ENGINEERING | |
| dc.subject | LINEAR REGRESSIONS | |
| dc.subject | RECEIVED SIGNAL STRENGTH | |
| dc.subject | ANGLE OF ARRIVAL | |
| dc.title | A linear estimator for network localization using integrated RSS and AOA measurements | en |
| dc.type | article |