DocumentCode :
1156181
Title :
Exploiting early time response using the fractional Fourier transform for analyzing transient radar returns
Author :
Jang, S. ; Choi, W. ; Sarkar, T.K. ; Salazar-Palma, M. ; Kyungjung Kim ; Baum, C.E.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Syracuse Univ., NY, USA
Volume :
52
Issue :
11
fYear :
2004
Firstpage :
3109
Lastpage :
3121
Abstract :
This paper presents a new technique for estimating parameters of damped sinusoids and impulse-like responses utilizing both early and late time transient scattering responses. Transient scattering responses are composed of damped sinusoids at late times and impulse-like components at early times. Due to the impulse-like components, it is difficult to extract meaningful damped sinusoids when analyzing the complete data set. In this paper, the entire time-domain response is used to extract the signal parameters of interest utilizing both the early and late times. The fractional Fourier transform (FrFT), especially the half Fourier transform (HFT), is used to analyze the data for parameter identification. Impulse or Gaussian-like pulses can be easily separated from the late time damped exponentials in the HFT domain, as they have similar functional representations. In addition, the damped exponentials have a turn on time which needs to be solved for. Results from two examples show that the new technique is applicable for signals that are composed of damped exponentials with a turn-on time and short pulse-like components.
Keywords :
Fourier transforms; electromagnetic wave scattering; exponential distribution; parameter estimation; radar; transient response; Gaussian pulse; damped sinusoid; data analysis; early time-domain response; fractional fourier transform; half Fourier transform; impulse pulse; impulse response; late time damped exponential; parameter estimation; parameter identification; pole; signal parameter extraction; singularity expansion method; time transient scattering response; transient radar return analysis; Data analysis; Data mining; Fourier transforms; Gaussian processes; Parameter estimation; Radar scattering; Scattering parameters; Time domain analysis; Time factors; Transient analysis; Early time response; entire functions; fractional Fourier transforms (FrFT); poles; singularity expansion method (SEM);
fLanguage :
English
Journal_Title :
Antennas and Propagation, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-926X
Type :
jour
DOI :
10.1109/TAP.2004.835165
Filename :
1353510
Link To Document :
بازگشت