• DocumentCode
    760975
  • Title

    Some Aspects of the Fast Karhunen-Loeve Transform

  • Author

    Kitajima, Hideo ; Shimono, Tetsuo

  • Author_Institution
    Hokkaido University, Sapporo, Japan
  • Volume
    28
  • Issue
    9
  • fYear
    1980
  • fDate
    9/1/1980 12:00:00 AM
  • Firstpage
    1773
  • Lastpage
    1776
  • Abstract
    A few important properties of the fast Karhunen-Loeve transform (FKLT) proposed by Jain [3] are discussed. The purpose here is to emphasize the role of the boundary conditions upon which the entire theory is based. The effects of the zero boundary conditions are also discussed. It is argued that the transform is not as efficient as it might appear when used in bit rate reduction.
  • Keywords
    Karhunen-Loeve transforms; Bit rate; Boundary conditions; Covariance matrix; Data compression; Decorrelation; Karhunen-Loeve transforms; Random processes; Signal generators; Signal processing; Vectors;
  • fLanguage
    English
  • Journal_Title
    Communications, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0090-6778
  • Type

    jour

  • DOI
    10.1109/TCOM.1980.1094826
  • Filename
    1094826
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=760975