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dc.contributor.authorGençol, Kenan
dc.contributor.authorAt, Nuray
dc.contributor.authorKara, Alpagutli
dc.date.accessioned2019-10-21T20:11:37Z
dc.date.available2019-10-21T20:11:37Z
dc.date.issued2016
dc.identifier.issn1300-0632
dc.identifier.issn1303-6203
dc.identifier.urihttps://dx.doi.org/10.3906/elk-1405-152
dc.identifier.urihttps://hdl.handle.net/11421/20275
dc.descriptionWOS: 000374325800073en_US
dc.description.abstractThis paper presents a new feature set for the problem of recognizing pulse repetition interval (PRI) modulation patterns. The recognition is based upon the features extracted from the multiresolution decomposition of different types of PRI modulated sequences. Special emphasis is placed on the recognition of jittered and stagger type PRI sequences due to the fact that these types of PRI sequences appear predominantly in modern electronic warfare environments for some specific mission requirements and recognition of them is heavily based on histogram features. We test our method with a broad range of PRI modulation parameters. Simulation results show that the proposed feature set is highly robust and separates jittered, stagger, and other modulation patterns very well. Especially for the stagger type of PRI sequences, wavelet-based features outperform conventional histogram-based features. Advantages of the proposed feature set along with its robustness criteria are analyzed in detail.en_US
dc.language.isoengen_US
dc.publisherTubitak Scientific & Technical Research Council Turkeyen_US
dc.relation.isversionof10.3906/elk-1405-152en_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectElectronic Warfareen_US
dc.subjectRadar Intercept Systemsen_US
dc.subjectPulse Repetition Interval Modulationen_US
dc.subjectFeature Extractionen_US
dc.subjectWavelet Transformsen_US
dc.subjectSupport Vector Machinesen_US
dc.titleA wavelet-based feature set for recognizing pulse repetition interval modulation patternsen_US
dc.typearticleen_US
dc.relation.journalTurkish Journal of Electrical Engineering and Computer Sciencesen_US
dc.contributor.departmentAnadolu Üniversitesi, Mühendislik Fakültesi, Elektrik ve Elektronik Mühendisliği Bölümüen_US
dc.identifier.volume24en_US
dc.identifier.issue4en_US
dc.identifier.startpage3078en_US
dc.identifier.endpage3090en_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.contributor.institutionauthorAt, Nuray
dc.contributor.institutionauthorKara, Alpagutli


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