Title :
Application of Bispectrum Estimation for Time-Frequency Analysis of Ground Surveillance Doppler Radar Echo Signals
Author :
Astola, Jaakko T. ; Egiazarian, Karen O. ; Khlopov, Grigory I. ; Khomenko, Stanislav I. ; Kurbatov, Igor V. ; Morozov, Vladimir Ye ; Totsky, Alexander V.
Author_Institution :
Inst. of Signal Process., Tampere Univ. of Technol., Tampere
Abstract :
A microwave coherent homodyne and polarimetric ground surveillance Doppler radar is employed for collecting the radar returns from moving objects. Nonstationary nonlinearly frequency-modulated and multicomponent backscattered signals are analyzed and described as a sum of Doppler frequency-shifted polynomial chirp-like components. Instantaneous frequencies corresponding to the radiation backscattered by the different parts of a moving spatially distributed object are extracted from the time-varying bimagnitude estimates of transient sample sequences separated from the total received signal by a sliding window and projected into the time-frequency (TF) domain. Experimental investigations demonstrate a clean recovery of evolutionary phase-coupled harmonics for such targets as a swinging metallic sphere or a walking human. The computed TF distributions can be used in radar automatic target recognition systems to retrieve new data for the classification and recognition of ground moving objects.
Keywords :
Doppler radar; FM radar; backscatter; echo; object recognition; radar detection; radar polarimetry; radar target recognition; search radar; spectral analysis; time-frequency analysis; Doppler frequency-shifted polynomial chirp-like component; bispectrum estimation; evolutionary phase-coupled harmonics; ground moving object classification; ground surveillance Doppler radar; microwave coherent homodyne radar; multicomponent backscattered signal; nonstationary nonlinearly frequency-modulated signal; object recognition; polarimetric radar; radar automatic target recognition system; radar echo signals; radiation backscattering; sliding window; time-frequency analysis; Bispectrum estimate; ground surveillance Doppler radar; instantaneous frequency (IF); time-frequency (TF) distribution;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2008.917192