Performance Analysis of Modulation Classification with a Preprocessing
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Ahn, Seongjin | - |
dc.contributor.author | Yoon, Dongweon | - |
dc.contributor.author | Shim, Hongsuk | - |
dc.contributor.author | Park, Sungkyun | - |
dc.date.accessioned | 2021-07-30T05:13:23Z | - |
dc.date.available | 2021-07-30T05:13:23Z | - |
dc.date.created | 2021-05-13 | - |
dc.date.issued | 2020-10 | - |
dc.identifier.issn | 2162-1233 | - |
dc.identifier.uri | https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/3657 | - |
dc.description.abstract | In this paper, we propose a preprocessing method for automatic modulation classification that allows reliable classification of the digital baseband modulation schemes whose signal constellations have symmetry about the in-phase and quadrature axes. The proposed preprocessing is used to generate additional data for modulation classification based on the symmetric property of the signal constellation and provides robustness to noisy environment. Through computer simulations, we validate the modulation classification with the proposed preprocessing in terms of the classification performance. | - |
dc.language | 영어 | - |
dc.language.iso | en | - |
dc.publisher | IEEE Computer Society | - |
dc.title | Performance Analysis of Modulation Classification with a Preprocessing | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Yoon, Dongweon | - |
dc.identifier.doi | 10.1109/ICTC49870.2020.9289582 | - |
dc.identifier.scopusid | 2-s2.0-85098940478 | - |
dc.identifier.wosid | 000692529100375 | - |
dc.identifier.bibliographicCitation | International Conference on ICT Convergence, v.2020, no.October, pp.1519 - 1521 | - |
dc.relation.isPartOf | International Conference on ICT Convergence | - |
dc.citation.title | International Conference on ICT Convergence | - |
dc.citation.volume | 2020 | - |
dc.citation.number | October | - |
dc.citation.startPage | 1519 | - |
dc.citation.endPage | 1521 | - |
dc.type.rims | ART | - |
dc.type.docType | Conference Paper | - |
dc.description.journalClass | 1 | - |
dc.description.isOpenAccess | N | - |
dc.description.journalRegisteredClass | scopus | - |
dc.subject.keywordPlus | Automatic modulation classification | - |
dc.subject.keywordPlus | Classification performance | - |
dc.subject.keywordPlus | Digital baseband | - |
dc.subject.keywordPlus | Modulation classification | - |
dc.subject.keywordPlus | Noisy environment | - |
dc.subject.keywordPlus | Performance analysis | - |
dc.subject.keywordPlus | Pre-processing method | - |
dc.subject.keywordPlus | Signal constellation | - |
dc.subject.keywordPlus | Modulation | - |
dc.subject.keywordAuthor | modulation classification | - |
dc.subject.keywordAuthor | digital modulation | - |
dc.subject.keywordAuthor | Kolmogorov-Smirnov test | - |
dc.subject.keywordAuthor | higher order statistics | - |
dc.identifier.url | https://ieeexplore.ieee.org/document/9289582 | - |
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