2014•Unpublished venueRequires access

Analysis of frequency modulated continuous wave signals using time-frequency domain shape features

Şafak Bilgi Akdemir, Adnan Orduyılmaz, Ali Cafer Gürbüz, Alper Yıldırım

Abstract

In this paper, modulation parameters as modulation bandwidth and type are extracted by using the shape features of the time-frequency domain of the frequency modulated continuous wave radar (FMCW) signals. Time-frequency image of the received signal is obtained by taking short time fourier transform (STFT). Then Hough transform (HT) is applied to the binary image which is obtained after thresholding. Modulation parameters are determined after the evaluation of the one dimensional modulation vector. The result of the parameter extraction at different SNR values and modulation types is presented.

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Available abstract

Key concepts: Frequency modulation, Short-time Fourier transform, Time–frequency analysis, Frequency domain, Fourier transform, Modulation (music), Thresholding, Pulse-frequency modulation