• DocumentCode
    179361
  • Title

    Frames from generalized group fourier transforms and SL2(Fq)

  • Author

    Thill, Markus ; Muthukumar, Vishak ; Hassibi, Babak

  • Author_Institution
    Dept. of Electr. Eng., California Inst. of Technol., Pasadena, CA, USA
  • fYear
    2014
  • fDate
    4-9 May 2014
  • Firstpage
    4923
  • Lastpage
    4927
  • Abstract
    We explore the problem of deterministically constructing frames and matrices with low coherence, which arises in areas such as compressive sensing, spherical codes, and MIMO communications. In particular, we present a generalization of the familiar harmonic frame by selecting a subset of rows of the generalized discrete Fourier transform matrix over finite groups. We apply our methods to the group SL2(Fq) and show how to produce frames with remarkably low coherence, for which we provide upper bounds.
  • Keywords
    MIMO communication; coherence; compressed sensing; discrete Fourier transforms; group codes; matrix algebra; MIMO communications; SL2(Fq); coherence; compressive sensing; deterministically constructing frames; deterministically constructing matrices; finite groups; generalized discrete Fourier transform matrix; generalized group Fourier transforms; harmonic frame; spherical codes; Coherence; Compressed sensing; Discrete Fourier transforms; Harmonic analysis; Heating; MIMO; Coherence; compressive sensing; frame; group representation; special linear group; spherical codes; unit norm tight frame;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
  • Conference_Location
    Florence
  • Type

    conf

  • DOI
    10.1109/ICASSP.2014.6854538
  • Filename
    6854538