dc.contributor.author | Talebi, Sayed Pouria | |
dc.contributor.author | Werner, Stefan | |
dc.contributor.author | Mandic, Danilo | |
dc.date.accessioned | 2019-11-19T08:44:56Z | |
dc.date.available | 2019-11-19T08:44:56Z | |
dc.date.created | 2019-08-02T11:07:35Z | |
dc.date.issued | 2019 | |
dc.identifier.citation | IEEE Signal Processing Letters. 2019, 26 (9), 1315-1319. | nb_NO |
dc.identifier.issn | 1070-9908 | |
dc.identifier.uri | http://hdl.handle.net/11250/2629181 | |
dc.description.abstract | A nonlinear adaptive filtering framework for processing complex-valued signals is derived. The introduced adaptive filter extends the fractional-order framework of the authors for dealing with real-valued signals to the complex domain via the augmented statistical approach to complex-valued signal processing. This results in a versatile class of adaptive filtering techniques, which allows the classical Gaussian assumption to be extended to the generalized context of α-stables. For rigor, the performance of the introduced adaptive filtering framework is analyzed, its convergence criteria is established, and its application in tracking signals of chaotic systems is demonstrated using simulations. | nb_NO |
dc.language.iso | eng | nb_NO |
dc.publisher | Institute of Electrical and Electronics Engineers (IEEE) | nb_NO |
dc.title | Complex-Valued Nonlinear Adaptive Filters With Applications in α-Stable Environments | nb_NO |
dc.type | Journal article | nb_NO |
dc.type | Peer reviewed | nb_NO |
dc.description.version | acceptedVersion | nb_NO |
dc.source.pagenumber | 1315-1319 | nb_NO |
dc.source.volume | 26 | nb_NO |
dc.source.journal | IEEE Signal Processing Letters | nb_NO |
dc.source.issue | 9 | nb_NO |
dc.identifier.doi | 10.1109/LSP.2019.2929874 | |
dc.identifier.cristin | 1713777 | |
dc.relation.project | Norges forskningsråd: 274717 | nb_NO |
dc.description.localcode | © 2019 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 | postprint | |
cristin.qualitycode | 1 | |