Title :
Radar-based measurements of periodic movements
Author :
Eisele, David ; Fisun, Sviatoslav ; Loschonsky, Marc ; Schimko, Richard ; Reindl, Leonhard
Author_Institution :
Dept. of Microsyst. Eng. (IMTEK), Univ. of Freiburg, Freiburg
Abstract :
In this work, the continuous wavelet transform (CWT) is used to analyze periodic motions, measured by contactless Doppler radar, which have small amplitudes, drifting frequencies and dropouts. Using a classical method like fast Fourier transform (FFT) for periodic signals results in loss of the time behavior of the signal, drifting frequencies and dropouts, causing distortion in the frequency peaks of the FFT signal. An alternative is the short-time Fourier transform (STFT), also known as ldquowindowed FFTrdquo (WFFT), where additional time information is obtained by sequential time shifted windowing of the input signal, but the fixed window size limits its time-frequency resolution. The wavelets of the CWT have frequency dependent sizes, permitting the CWT to have an optimal time-frequency resolution. This enables the identification and tracking of the frequency, as well as detecting dropouts of the signals.
Keywords :
Doppler radar; fast Fourier transforms; radar detection; radar resolution; time-frequency analysis; wavelet transforms; CWT; contactless Doppler radar; continuous wavelet transform; frequency identification; frequency tracking; optimal time-frequency resolution; periodic movement; radar-based measurement; sequential time shifted windowing; short-time Fourier transform; signal detection; windowed FFT; Continuous wavelet transforms; Distortion measurement; Doppler radar; Frequency measurement; Motion analysis; Motion measurement; Signal resolution; Time frequency analysis; Wavelet analysis; Wavelet transforms; CWT; Doppler radar; motion analysis; wavelets;
Conference_Titel :
Systems, Signals and Devices, 2009. SSD '09. 6th International Multi-Conference on
Conference_Location :
Djerba
Print_ISBN :
978-1-4244-4345-1
Electronic_ISBN :
978-1-4244-4346-8
DOI :
10.1109/SSD.2009.4956822