• 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