• DocumentCode
    3226505
  • Title

    Inverse scattering solutions for side-band signals

  • Author

    Blackledge, J. ; Hamalainen, T. ; Joutsensalo, J.

  • Author_Institution
    Dublin Inst. of Technol., Dublin, Ireland
  • fYear
    2009
  • fDate
    10-11 June 2009
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    When a signal is recorded that has been physically generated by some scattering process (the interaction of electromagnetic waves with an inhomogeneous dielectric, for example), the ´standard model´ for the signal (i.e. information content convolved with a characteristic Impulse Response Function) is usually based on a single scattering approximation. An additive noise term is introduced into the model to take into account a range of non-deterministic factors including multiple scattering that, along with electronic noise and other background noise sources, is assumed to be relatively weak. Thus, the standard model is based on a ´weak field condition´ and the inverse scattering problem is often reduced to the deconvolution of a signal in the presence of additive noise. Attempts at solving the exact inverse scattering problem which take into account multiple scattering effects often prove to be intractable, particularly with regard to the goal of implementing algorithms that are computationally stable and/or compatible with standard signal analysis methods and Digital Signal Processing ´toolkits´. This paper provides an approach to solving the multiple scattering problem for narrow side-band systems (typically, electromagnetic signal processing systems) that is compounded in the introduction of a single extra term to the standard model.
  • Keywords
    AWGN; electromagnetic wave scattering; inverse problems; signal processing; synthetic aperture radar; transient response; additive noise; background noise; digital signal processing; electronic noise; impulse response function; inverse scattering; side-band signals; Inverse Scattering; Multiple Scattering; Side-band Systems; Signal Reconstruction; Synthetic Aperture Radar;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Signals and Systems Conference (ISSC 2009), IET Irish
  • Conference_Location
    Dublin
  • Type

    conf

  • DOI
    10.1049/cp.2009.1693
  • Filename
    5524706