• DocumentCode
    2386002
  • Title

    Information-theoretic structure of multistatic radar imaging

  • Author

    Chance, Zachary ; Raj, Raghu G. ; Love, David J.

  • Author_Institution
    Sch. of Electr. & Comput. Eng., Purdue Univ., West Lafayette, IN, USA
  • fYear
    2011
  • fDate
    23-27 May 2011
  • Firstpage
    853
  • Lastpage
    858
  • Abstract
    Using an information theoretical perspective, we explore quantitative methods for exploiting the spatial diversity offered by multiple widely separated antennas for radar imaging applications. While decomposing the operation of multistatic radar into multiple bistatic components, we proceed to characterize relevant conditional mutual information quantities between the underlying channel and bistatic output signals. The target scene is statistically characterized to be imaged as following a GSM (Gaussian Scale Mixture) distribution with respect to a dictionary in which the image is sparse. Under these assumptions we derive a useful upper bound on the conditional mutual information structure of bistatic channels which we then deploy to optimize the transmitted waveform via a convex optimization algorithm. Simulation results demonstrate the utility of our information theoretic characterization of multistatic channels for radar imaging applications.
  • Keywords
    Gaussian distribution; cellular radio; convex programming; radar antennas; radar imaging; GSM; Gaussian scale mixture distribution; convex optimization algorithm; information theoretic characterization; information-theoretic structure; multiple bistatic components; multistatic channels; multistatic radar imaging; radar imaging; separated antennas; spatial diversity; transmitted waveform; GSM; Multistatic radar; Mutual information; Optimization; Radar imaging; Sensors; Upper bound;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Radar Conference (RADAR), 2011 IEEE
  • Conference_Location
    Kansas City, MO
  • ISSN
    1097-5659
  • Print_ISBN
    978-1-4244-8901-5
  • Type

    conf

  • DOI
    10.1109/RADAR.2011.5960658
  • Filename
    5960658