DC Field | Value | Language |
---|---|---|
dc.contributor.author | 박동현 | ko |
dc.contributor.author | 서동호 | ko |
dc.contributor.author | 백지현 | ko |
dc.contributor.author | 이원진 | ko |
dc.contributor.author | 장동의 | ko |
dc.date.accessioned | 2023-12-04T08:00:10Z | - |
dc.date.available | 2023-12-04T08:00:10Z | - |
dc.date.created | 2023-12-04 | - |
dc.date.created | 2023-12-04 | - |
dc.date.issued | 2023-12 | - |
dc.identifier.citation | 한국군사과학기술학회지, v.26, no.6, pp.384 - 391 | - |
dc.identifier.issn | 1598-9127 | - |
dc.identifier.uri | http://hdl.handle.net/10203/315693 | - |
dc.description.abstract | In modern electronic warfare, a number of radar emitters are in operation, causing radar receivers to receive high-density signal pulses that occur simultaneously. To analyze the radar signals more accurately and identify enemies, the sorting process of high-density radar signals is very important before analysis. Recently, machine learning algorithms, specifically K-means clustering, are the subject of research aimed at improving the accuracy of radar signal sorting. One of the challenges faced by these studies is that the clustering results can vary depending on how the initial points are selected and how many clusters number are set. This paper introduces a repeated K-means clustering algorithm that aims to accurately cluster all data by identifying and addressing false clusters in the radar sorting problem. To verify the performance of the proposed algorithm, experiments are conducted by applying it to simulated signals that are generated by a signal generator. | - |
dc.language | Korean | - |
dc.publisher | 한국군사과학기술학회 | - |
dc.title | 레이더 군집화를 위한 반복 K-means 클러스터링 알고리즘 | - |
dc.title.alternative | Repeated K-means Clustering Algorithm For Radar Sorting | - |
dc.type | Article | - |
dc.type.rims | ART | - |
dc.citation.volume | 26 | - |
dc.citation.issue | 6 | - |
dc.citation.beginningpage | 384 | - |
dc.citation.endingpage | 391 | - |
dc.citation.publicationname | 한국군사과학기술학회지 | - |
dc.identifier.kciid | ART003020815 | - |
dc.contributor.localauthor | 장동의 | - |
dc.contributor.nonIdAuthor | 박동현 | - |
dc.contributor.nonIdAuthor | 서동호 | - |
dc.contributor.nonIdAuthor | 백지현 | - |
dc.contributor.nonIdAuthor | 이원진 | - |
dc.description.isOpenAccess | N | - |
dc.subject.keywordAuthor | Radar Clustering(레이더 군집화) | - |
dc.subject.keywordAuthor | Unsupervised Learning(비지도 학습) | - |
dc.subject.keywordAuthor | Electronic Warfare(전자전) | - |
dc.subject.keywordAuthor | K-means Clustering(K-평균 군집화 | - |
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