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A Parameter Extraction Technique for FMCW Radar Signals using Wigner-Hough- Radon Transform

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dc.contributor.authorGulum, T. O.
dc.contributor.authorErdogan, A. Y.
dc.contributor.authorYildirim, T.
dc.contributor.authorPace, P. E.
dc.contributor.institutionauthorYILDIRIM, Tülay
dc.date.accessioned2026-06-27T13:18:12Z
dc.date.issued2012
dc.description.abstractAn autonomous parameter extraction algorithm for frequency modulated continuous wave (FMCW) radar signals using Wigner-Ville Distribution (WVD)-Hough transform was investigated in [1] and extraction of polyphase radar modulation parameters using a Wigner-Ville distribution-Radon transform was investigated in [2]. The algorithm in [1] produced very dependable results with as low as -6 dB SNR levels, however some degradation has been observed below -6 dB SNR. The proposed approach in this study uses the WVD as a time-frequency (T-F) detection technique and combined Hough-Radon transform (HRT) to identify the parameters of the modulation. We showed that our algorithm can extract FMCW radar modulation parameters at low SNR levels, such as -9 dB, efficiently.en
dc.identifier.isbn978-1-4673-0658-4
dc.identifier.issn1097-5764
dc.identifier.urihttps://hdl.handle.net/20.500.14981/51670
dc.identifier.wos000309340600155
dc.language.isoeng
dc.publisherIEEE
dc.relation.conferenceIEEE Radar Conference (RADAR)
dc.relation.ispartof2012 IEEE RADAR CONFERENCE (RADAR)
dc.subjectEngineering
dc.subjectPhysics
dc.titleA Parameter Extraction Technique for FMCW Radar Signals using Wigner-Hough- Radon Transform
dc.typeProceedings Paper
dspace.entity.typePublication
local.import.sourceWOS

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