• DocumentCode
    1180961
  • Title

    Geometrically uniform frames

  • Author

    Eldar, Yonina C. ; Bölcskei, Helmut

  • Author_Institution
    Res. Lab. of Electron., Massachusetts Inst. of Technol., Cambridge, MA, USA
  • Volume
    49
  • Issue
    4
  • fYear
    2003
  • fDate
    4/1/2003 12:00:00 AM
  • Firstpage
    993
  • Lastpage
    1006
  • Abstract
    We introduce a new class of finite-dimensional frames with strong symmetry properties, called geometrically uniform (GU) frames, that are defined over a finite Abelian group of unitary matrices and are generated by a single generating vector. The notion of GU frames is then extended to compound GU (CGU) frames which are generated by a finite Abelian group of unitary matrices using multiple generating vectors. The dual frame vectors and canonical tight frame vectors associated with GU frames are shown to be GU and, therefore, also generated by a single generating vector, which can be computed very efficiently using a Fourier transform (FT) defined over the generating group of the frame. Similarly, the dual frame vectors and canonical tight frame vectors associated with CGU frames are shown to be CGU. The impact of removing single or multiple elements from a GU frame is considered. A systematic method for constructing optimal GU frames from a given set of frame vectors that are not GU is also developed. Finally, the Euclidean distance properties of GU frames are discussed and conditions are derived on the Abelian group of unitary matrices to yield GU frames with strictly positive distance spectrum irrespective of the generating vector.
  • Keywords
    Fourier transforms; group theory; matrix algebra; signal processing; Abelian group; Euclidean distance properties; Fourier transform; canonical tight frame vectors; compound GU frames; dual frame vectors; finite Abelian group; finite-dimensional frames; geometrically uniform frames; multiple generating vectors; positive distance spectrum; redundant signal expansions; symmetry properties; unitary matrices; Communications technology; Error correction codes; Euclidean distance; Filter bank; Fourier series; Fourier transforms; Hilbert space; Laboratories; Least squares methods; Nonuniform sampling;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2003.809602
  • Filename
    1193806