DocumentCode :
302265
Title :
A variational approach to radar signal analysis
Author :
Kaiser, Gerald
Author_Institution :
Dept. of Math. Sci., Massachusetts Univ., Lowell, MA, USA
Volume :
1
fYear :
1995
fDate :
Oct. 30 1995-Nov. 1 1995
Firstpage :
548
Abstract :
Physical wavelets are acoustic or electromagnetic waves resulting from the emission of a time signal by an acoustic or electromagnetic source moving along an arbitrary trajectory in space. Thus they are localized solutions of the wave equation or Maxwell\´s equations. In this paper we model the emission, reflection, and reception of such wavelets and propose their application to sonar and radar. The concept of ambiguity functions is extended to ambiguity functionals, which apply in a very general setting: The transmitter, the target, and the receiver can all execute arbitrary and independent motions. In the monostatic case, when the transmitter and the receiver are identical and at rest and the target moves with a constant, radial velocity, the ambiguity functional reduces to the wideband ambiguity function, which depends on time delay and Doppler scale factor and amounts to a wavelet transform of the return. In the narrowband approximation, it reduces further to the usual ambiguity function depending on time delay and Doppler frequency shift, which amounts to a windowed Fourier transform of the return. Thus, in the setting of ambiguity functions, time-frequency analysis is a narrowband approximation to wavelet analysis, which is in turn a linear approximation to the new "physical wavelet analysis".
Keywords :
Doppler effect; Doppler shift; Fourier transforms; acoustic wave reflection; approximation theory; delays; electromagnetic wave reflection; radar signal processing; sonar signal processing; time-frequency analysis; variational techniques; wavelet transforms; Doppler scale factor; Maxwell´s equations; acoustic source; acoustic waves; ambiguity functionals; ambiguity functions; electromagnetic source; electromagnetic waves; localized solutions; monostatic case; narrowband approximation; physical wavelet analysis; radar signal analysis; radial velocity; sonar; time delay; time signal; time-frequency analysis; variational approach; wave equation; wavelet analysis; wavelet transform; wavelets emission; wavelets reception; wavelets reflection; wideband ambiguity function; windowed Fourier transform; Acoustic emission; Acoustic waves; Delay effects; Electromagnetic scattering; Narrowband; Partial differential equations; Radar; Signal analysis; Transmitters; Wavelet analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signals, Systems and Computers, 1995. 1995 Conference Record of the Twenty-Ninth Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
ISSN :
1058-6393
Print_ISBN :
0-8186-7370-2
Type :
conf
DOI :
10.1109/ACSSC.1995.540608
Filename :
540608
Link To Document :
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