• DocumentCode
    1669241
  • Title

    Design and analysis of multi-coset arrays

  • Author

    Krieger, James D. ; Kochman, Yuval ; Wornell, Gregory W.

  • Author_Institution
    Dept. EECS, Massachusetts Inst. of Technol., Cambridge, MA, USA
  • fYear
    2013
  • Firstpage
    3781
  • Lastpage
    3785
  • Abstract
    An efficient sparse antenna array architecture is developed for coherent imaging of sparse but otherwise unknown scenes. In this architecture, the array elements form a periodic nonuniform pattern. Using analysis that explicitly takes into account the presence of noise, we develop an efficient pattern design procedure based on co-arrays, describe an efficient scene support recovery algorithm as part of image reconstruction in the form of a modification to the MUSIC algorithm, and discuss a failure detection technique based on evaluating “back-projection” error. Since our development exploits a close connection to multi-coset sampling of bandlimited waveforms, our results may in turn may also be useful in the design of those systems.
  • Keywords
    antenna arrays; compressed sensing; image reconstruction; image sampling; MUSIC algorithm; array elements; back-projection error evaluation; co-arrays; coherent sparse imaging; compressed sensing; failure detection technique; image reconstruction; multicoset arrays; multicoset sampling; pattern design procedure; periodic nonuniform pattern; scene support recovery algorithm; sparse antenna array architecture; Antenna arrays; Array signal processing; Image reconstruction; Imaging; Multiple signal classification; Signal to noise ratio; MUSIC algorithm; antenna arrays; compressed sensing; millimeter-wave imaging; sparse sampling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
  • Conference_Location
    Vancouver, BC
  • ISSN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2013.6638365
  • Filename
    6638365