• DocumentCode
    2576822
  • Title

    Constructions of equiangular tight frames with Genetic Algorithms

  • Author

    Isaacs, Jason C. ; Roberts, Rodney

  • Author_Institution
    Naval Surface Warfare Center, Panama City, FL, USA
  • fYear
    2009
  • fDate
    11-14 Oct. 2009
  • Firstpage
    595
  • Lastpage
    598
  • Abstract
    Equiangular tight frames have applications in communications, signal processing, and coding theory. Previous work demonstrates that few real equiangular tight frames exist for most pairs (n,d), where the frame ¿n,d is a d × n matrix with d ¿ n. This work proposes a genetic algorithm as a solution to the frame design problem. Specifically, the problem of designing real equiangular tight frames by minimizing the subspace minor angle sum-squared error. Numerical experiments show that the proposed method is successful for pairs (n,d) with d less than nine.
  • Keywords
    genetic algorithms; matrix algebra; equiangular tight frames; genetic algorithms; matrix; subspace minor angle sum-squared error; Application software; Cities and towns; Codes; Cybernetics; Educational institutions; Fourier series; Genetic algorithms; Genetic engineering; Signal processing algorithms; USA Councils; Equiangular Tight Frames; Frames; Genetic Algorithms; Optimization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2009. SMC 2009. IEEE International Conference on
  • Conference_Location
    San Antonio, TX
  • ISSN
    1062-922X
  • Print_ISBN
    978-1-4244-2793-2
  • Electronic_ISBN
    1062-922X
  • Type

    conf

  • DOI
    10.1109/ICSMC.2009.5346613
  • Filename
    5346613