dc.contributor.author | Talebi, Sayed Pouria | |
dc.contributor.author | Werner, Stefan | |
dc.contributor.author | Mandic, Danilo | |
dc.date.accessioned | 2019-03-22T12:47:55Z | |
dc.date.available | 2019-03-22T12:47:55Z | |
dc.date.created | 2018-08-20T09:50:14Z | |
dc.date.issued | 2018 | |
dc.identifier.citation | IEEE Signal Processing Letters. 2018, 25 (10), 1450-1454. | nb_NO |
dc.identifier.issn | 1070-9908 | |
dc.identifier.uri | http://hdl.handle.net/11250/2591328 | |
dc.description.abstract | A cost-effective framework for distributed adaptive filtering of α-stable signals over sensor networks is proposed. First, the filtering paradigm of α-stable signals through multiple observations made over a network of sensors is revisited and an optimal solution is formulated. Then, an adaptive gradient descent based algorithm for distributed real-time filtering of α-stable signals via multiagent networks is derived. This not only provides an approximation of the formulated optimal solution, but also a cost-effective algorithm that scales with the size of the network. Moreover, performance of the derived algorithm is analyzed and convergence conditions are established. | nb_NO |
dc.language.iso | eng | nb_NO |
dc.publisher | Institute of Electrical and Electronics Engineers (IEEE) | nb_NO |
dc.title | Distributed adaptive filtering of alpha-stable signals | nb_NO |
dc.type | Journal article | nb_NO |
dc.type | Peer reviewed | nb_NO |
dc.description.version | acceptedVersion | nb_NO |
dc.source.pagenumber | 1450-1454 | nb_NO |
dc.source.volume | 25 | nb_NO |
dc.source.journal | IEEE Signal Processing Letters | nb_NO |
dc.source.issue | 10 | nb_NO |
dc.identifier.doi | 10.1109/LSP.2018.2862639 | |
dc.identifier.cristin | 1603056 | |
dc.relation.project | Norges forskningsråd: 274717 | nb_NO |
dc.description.localcode | © 2018 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. | nb_NO |
cristin.unitcode | 194,63,35,0 | |
cristin.unitname | Institutt for elektroniske systemer | |
cristin.ispublished | true | |
cristin.fulltext | original | |
cristin.fulltext | postprint | |
cristin.qualitycode | 1 | |