• DocumentCode
    484417
  • Title

    The Effects of Finite Resolution on Radar Images of Fractal Profiles

  • Author

    Martino, Gerardo Di ; Iodice, Antonio ; Riccio, Daniele ; Ruello, Giuseppe

  • Author_Institution
    Dipt. di Ing. Elettron. e delle Telecomun., Univ. di Napoli "Federico II", Naples
  • Volume
    3
  • fYear
    2008
  • fDate
    7-11 July 2008
  • Abstract
    In this paper a first step toward a complete model of the fractal imaging process is taken: for the sake of simplicity the mathematical details are here provided for a fractal profile with topological dimension equal to one. In particular, we show how the signal backscattered from a fractal profile modeled as a fractional Brownian motion (fBm) stochastic process is strictly linked to an associated fractional Gaussian noise (fGn) process. We compute in closed form the power density spectrum of the received signal in the simplified hypothesis of a linear dependence of the backscattered signal on the profile derivative process. Our results apply to physical fBm processes, as dictated by the low-pass filtering introduced by both the incident electromagnetic field wavelength and the finite sensor resolution. In the last section a numerical study of the above mentioned is also provided.
  • Keywords
    Brownian motion; backscatter; geophysical signal processing; geophysical techniques; image resolution; low-pass filters; radar imaging; radar resolution; remote sensing by radar; stochastic processes; electromagnetic field wavelength; finite sensor resolution; fractal imaging process; fractal profile model; fractional Brownian motion; fractional Gaussian noise process; low-pass filtering; natural surfaces; power density spectrum; radar image resolution; radar imaging process; received signal; signal backscatter; stochastic process; topological dimension; Brownian motion; Filtering; Fractals; Gaussian noise; Image resolution; Low pass filters; Mathematical model; Radar imaging; Signal processing; Stochastic processes; Fractals; microwave scattering;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium, 2008. IGARSS 2008. IEEE International
  • Conference_Location
    Boston, MA
  • Print_ISBN
    978-1-4244-2807-6
  • Electronic_ISBN
    978-1-4244-2808-3
  • Type

    conf

  • DOI
    10.1109/IGARSS.2008.4779557
  • Filename
    4779557