On Target Localization Using Combined RSS and AoA Measurements

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dc.contributor.authorTomic, Slavisa
dc.contributor.authorBeko, Marko
dc.contributor.authorDinis, Rui
dc.contributor.authorBernardo, Luís
dc.contributor.institutionCOPELABS - Cognitive and People-centric Computing
dc.date.issued2018-04-19
dc.descriptionPublisher Copyright: © 2018 by the authors. Licensee MDPI, Basel, Switzerland.
dc.description.abstractThis work revises existing solutions for a problem of target localization in wireless sensor networks (WSNs), utilizing integrated measurements, namely received signal strength (RSS) and angle of arrival (AoA). The problem of RSS/AoA-based target localization became very popular in the research community recently, owing to its great applicability potential and relatively low implementation cost. Therefore, here, a comprehensive study of the state-of-the-art (SoA) solutions and their detailed analysis is presented. The beginning of this work starts by considering the SoA approaches based on convex relaxation techniques (more computationally complex in general), and it goes through other (less computationally complex) approaches, as well, such as the ones based on the generalized trust region sub-problems framework and linear least squares. Furthermore, a detailed analysis of the computational complexity of each solution is reviewed. Furthermore, an extensive set of simulation results is presented. Finally, the main conclusions are summarized, and a set of future aspects and trends that might be interesting for future research in this area is identified.en
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dc.identifier.citationTomic, S, Beko, M, Dinis, R & Bernardo, L 2018, 'On Target Localization Using Combined RSS and AoA Measurements', Sensors, vol. 18, no. 4, 1266. https://doi.org/10.3390/s18041266
dc.identifier.doihttps://doi.org/10.3390/s18041266
dc.identifier.issn1424-8220
dc.identifier.urlhttps://www.scopus.com/pages/publications/85045887639
dc.language.isoeng
dc.peerreviewedyes
dc.publisherMDPI
dc.relation.ispartofSensors
dc.rightsopenAccess
dc.subjectENGENHARIA INFORMÁTICA
dc.subjectENGENHARIA ELETROTÉCNICA
dc.subjectREDES DE SENSORES SEM FIO
dc.subjectTARGET TRACKING
dc.subjectRECEIVED SIGNAL STRENGTH
dc.subjectANGLE OF ARRIVAL
dc.subjectTARGET LOCALIZATION
dc.subjectWIRELESS SENSOR NETWORK
dc.subjectTARGET LOCALIZATION
dc.subjectCOMPUTER ENGINEERING
dc.subjectELECTROTECHNICAL ENGINEERING
dc.subjectRECEIVED SIGNAL STRENGTH
dc.subjectANGLE OF ARRIVAL
dc.titleOn Target Localization Using Combined RSS and AoA Measurementsen
dc.typearticle

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