dc.contributor.author | Talebi, Sayedpouria | |
dc.contributor.author | Werner, Stefan | |
dc.contributor.author | Xia, Yili | |
dc.contributor.author | Took, Clive Cheong | |
dc.contributor.author | Mandic, Danilo | |
dc.date.accessioned | 2023-01-27T08:12:55Z | |
dc.date.available | 2023-01-27T08:12:55Z | |
dc.date.created | 2022-10-19T20:09:31Z | |
dc.date.issued | 2022 | |
dc.identifier.isbn | 978-1-6654-0633-8 | |
dc.identifier.uri | https://hdl.handle.net/11250/3046754 | |
dc.description.abstract | The filtering paradigm is revisited through the perspective of characteristic functions. This results in the derivation of a novel particle filtering technique for sequential estimation/tracking of quaternion-valued α -stable random signals. Importantly, the derived particle filter incorporates an efficient information fusion format and collaborative/distributed estimation framework to accommodate the push toward use of sensor networks. The distributed setting provides for the distribution of computational complexity among agents of a sensor network, while allowing each agent to retain an estimate of the state. Furthermore, the quaternion-valued structure allows for the derivation of a rigorous algorithm that is advantageous when dealing with signals of a multidimensional nature commonly encountered in sensor arrays. | en_US |
dc.language.iso | eng | en_US |
dc.publisher | IEEE | en_US |
dc.relation.ispartof | 2022 IEEE 12th Sensor Array and Multichannel Signal Processing Workshop (SAM) | |
dc.title | A joint particle filter for quaternion-valued alpha-stable signals via the characteristic dunction | en_US |
dc.title.alternative | A joint particle filter for quaternion-valued alpha-stable signals via the characteristic dunction | en_US |
dc.type | Chapter | en_US |
dc.description.version | acceptedVersion | en_US |
dc.rights.holder | © 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. | en_US |
dc.identifier.doi | 10.1109/SAM53842.2022.9827868 | |
dc.identifier.cristin | 2062970 | |
cristin.ispublished | true | |
cristin.fulltext | postprint | |
cristin.qualitycode | 1 | |