• DocumentCode
    48711
  • Title

    Kirkman Equiangular Tight Frames and Codes

  • Author

    Jasper, J. ; Mixon, Dustin G. ; Fickus, Matthew

  • Author_Institution
    Dept. of Math., Univ. of Missouri, Columbia, MO, USA
  • Volume
    60
  • Issue
    1
  • fYear
    2014
  • fDate
    Jan. 2014
  • Firstpage
    170
  • Lastpage
    181
  • Abstract
    An equiangular tight frame (ETF) is a set of unit vectors in a Euclidean space whose coherence is as small as possible, equaling the Welch bound. Also known as Welch-bound-equality sequences, such frames arise in various applications, such as waveform design and compressed sensing. At the moment, there are only two known flexible methods for constructing ETFs: harmonic ETFs are formed by carefully extracting rows from a discrete Fourier transform; Steiner ETFs arise from a tensor-like combination of a combinatorial design and a regular simplex. These two classes seem very different: the vectors in harmonic ETFs have constant amplitude, whereas Steiner ETFs are extremely sparse. We show that they are actually intimately connected: a large class of Steiner ETFs can be unitarily transformed into constant-amplitude frames, dubbed Kirkman ETFs. Moreover, we show that an important class of harmonic ETFs is a subset of an important class of Kirkman ETFs. This connection informs the discussion of both types of frames: some Steiner ETFs can be transformed into constant-amplitude waveforms making them more useful in waveform design; some harmonic ETFs have low spark, making them less desirable for compressed sensing. We conclude by showing that real-valued constant-amplitude ETFs are equivalent to binary codes that achieve the Grey-Rankin bound, and then construct such codes using Kirkman ETFs.
  • Keywords
    codes; compressed sensing; Euclidean space; Kirkman equiangular tight frame; Steiner ETF; Welch-bound-equality sequences; compressed sensing; constant-amplitude waveforms; harmonic ETF; real-valued constant-amplitude ETF; tensor-like combination; waveform design; Coherence; Compressed sensing; Discrete Fourier transforms; Geometry; Harmonic analysis; Redundancy; Vectors; Equiangular tight frame; Grey-Rankin bound; Welch bound; Welch bound equality sequence;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2013.2285565
  • Filename
    6630096