THE PERFORMANCE ANALYSIS OF STFT-ANFIS CLASSIFICATION METHOD ON PULSED RADAR TARGET CATEGORIZATION

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dc.contributor.authorAvci, Engin
dc.contributor.authorTurkoglu, Ibrahim
dc.contributor.authorPoyraz, Mustafa
dc.date.accessioned2026-08-12T17:00:45Z
dc.date.issued2006
dc.departmentFırat Üniversitesi
dc.description.abstractIn this paper, a pattern recognition system is developed for automatic classification of the radar target signals. Feature extraction is an important subset of the pattern recognition system. For feature extraction is used Short Term Fourier Transform (STFT) time-frequency distribution of the pulse radar target signals. Adaptive Network Based Fuzzy Inference System (ANFIS) classifier is used at classifier part of the pattern recognition system. Radar signals are obtained from pulse radar system for various targets. The classifier performance is evaluated according to the proposal method.
dc.identifier.endpage105
dc.identifier.issn1303-0914
dc.identifier.issue1
dc.identifier.orcid0000-0003-4938-4167
dc.identifier.startpage97
dc.identifier.urihttps://hdl.handle.net/11508/47344
dc.identifier.volume6
dc.identifier.wosWOS:000409720600015
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.language.isoen
dc.publisherIstanbul Univ, Fac Engineering
dc.relation.ispartofIstanbul University-Journal of Electrical and Electronics Engineering
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_WoS_20260511
dc.subjectFeature extraction
dc.subjectANFIS
dc.subjectradar target classification
dc.subjectSTFT
dc.titleTHE PERFORMANCE ANALYSIS OF STFT-ANFIS CLASSIFICATION METHOD ON PULSED RADAR TARGET CATEGORIZATION
dc.typeArticle

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