Performance improvement of track initiation algorithms with the incorporation of doppler velocity measurement

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buir.contributor.authorArıkan, Orhan
buir.contributor.orcidArıkan, Orhan|0000-0002-3698-8888
dc.citation.volumeNumber2006en_US
dc.contributor.authorKural, F.en_US
dc.contributor.authorArıkan, F.en_US
dc.contributor.authorArıkan, Orhanen_US
dc.coverage.spatialAntalya, Turkeyen_US
dc.date.accessioned2016-02-08T11:46:25Z
dc.date.available2016-02-08T11:46:25Z
dc.date.issued2006en_US
dc.departmentDepartment of Electrical and Electronics Engineeringen_US
dc.descriptionDate of Conference: 17-19 April 2006en_US
dc.descriptionConference Name: 14th Signal Processing and Communications Applications, IEEE 2006en_US
dc.description.abstractIn this study, to obtain the analytical expressions of false track initiation probability, elevation and Doppler velocity measurements extracted by a phased array radar are incorporated for the first time into the commonly used track initiation algorithms. With this study, the measurement set is expanded from a merely range and azimuth to include elevation and Doppler velocity. The analytical expressions of false track initiation probability depend on the parameters of the signal processing unit of the phased array radar, such as false alarm probability, true detection probability, signal-to-noise ratio and detector threshold. Furthermore, such expressions remove the necessity of very time-consuming simulations. The results indicate that using position and Doppler velocity measurements provide a reduction of false track initiation probability by a factor of 9 to 34 depending on the value of velocity and acceleration thresholds while supplying the design criterion of the true track initiation probability, ≥ 0.7.en_US
dc.identifier.doi10.1109/SIU.2006.1659924en_US
dc.identifier.urihttp://hdl.handle.net/11693/27166
dc.language.isoTurkishen_US
dc.publisherIEEEen_US
dc.relation.isversionofhttp://dx.doi.org/10.1109/SIU.2006.1659924en_US
dc.source.titleProceedings of the 14th Signal Processing and Communications Applications, IEEE 2006en_US
dc.subjectDetection probabilityen_US
dc.subjectDoppler velocity measurementen_US
dc.subjectFalse alarm probabilityen_US
dc.subjectTrack initiation algorithmsen_US
dc.subjectAlgorithmsen_US
dc.subjectComputer simulationen_US
dc.subjectDoppler effecten_US
dc.subjectSignal processingen_US
dc.subjectSignal to noise ratioen_US
dc.subjectVelocity measurementen_US
dc.subjectRadar trackingen_US
dc.titlePerformance improvement of track initiation algorithms with the incorporation of doppler velocity measurementen_US
dc.title.alternativeDoppler hızı ölçümünün katılımıyla hedef izi başlatma algoritmalarının başarımının iyileştirilmesien_US
dc.typeConference Paperen_US
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Performance improvement of track initiation algorithms with the incorporation of doppler velocity measurement Doppler hizi ölçümünün katilimiyla hedef i̇zi başlatma algoritmalarinin başariminin i̇yileştirilmesi.pdf
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