Title :
Performance analysis on synthetic aperture radar-based vibration estimation in clutter
Author :
Qi Wang ; Santhanam, Balu ; Pepin, Matthew ; Hayat, Majeed M.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of New Mexico, Albuquerque, NM, USA
Abstract :
Recently, a time-frequency method based on the discrete fractional Fourier transform (DFrFT) was proposed for estimating target vibrations using synthetic aperture radar (SAR). Later on, a subspace method was incorporated into the DFrFT-based method. It is shown that the subspace method provides better performance than the direct DFrFT-based method in noise. However, the performance of these two methods has not been studied in clutter that cause strong interference with signals from vibrating targets in real-world applications. In this paper, the performance of the two vibration estimation methods in clutter is characterized and compared via simulations. Simulation results demonstrate that the DFrFT-based method, that yielded reliable results when signal-to-clutter ratios (SCR) exceeds 18 dB, now yields reliable results when SCR exceeds 8 dB with the incorporation of the subspace method. Experimental results show that the subspace method correctly estimates the vibration frequency of a 7 Hz vibration from actual SAR data at an estimated SCR of 14 dB.
Keywords :
Fourier transforms; clutter; synthetic aperture radar; vibration measurement; DFrFT-based method; SAR; SCR; discrete fractional Fourier transform; interference; signal-to-clutter ratios; signals; subspace method; synthetic aperture radar-based vibration estimation; target vibration estimation; time-frequency method; vibrating targets; vibration estimation methods; clutter; fractional Fourier transform; micro-Doppler effect; subspace methods; synthetic aperture radar; vibration estimation;
Conference_Titel :
Signals, Systems and Computers (ASILOMAR), 2012 Conference Record of the Forty Sixth Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
978-1-4673-5050-1
DOI :
10.1109/ACSSC.2012.6488993