• DocumentCode
    1304939
  • Title

    A unified framework for knowledge based spectrum analysis

  • Author

    Kulubi, James A. ; Van Biesen, Leo P.

  • Author_Institution
    Dept. of Electr. & Commun. Eng., Eldoret, Kenya
  • Volume
    39
  • Issue
    6
  • fYear
    1990
  • fDate
    12/1/1990 12:00:00 AM
  • Firstpage
    827
  • Lastpage
    834
  • Abstract
    A unified approach for the development of a knowledge-based spectral analysis system is presented. Most knowledge available in the literature is based on the comparison of one method with a few competing methods. This problem is offset by setting up performing indexes on a common framework. The importance of using psychometric tools during knowledge acquisition is discussed, and the repertory grid and ADCLUS (additive clustering) model are shown to yield adequate results. A framework for representing knowledge in spectral analysis is provided. The use strategy provides an environment where spectral analysis methodological research can be constructed
  • Keywords
    computerised instrumentation; computerised signal processing; knowledge based systems; knowledge representation; spectral analysis; ADCLUS; additive clustering; knowledge acquisition; knowledge based spectrum analysis; performing indexes; psychometric tools; Autoregressive processes; Data analysis; Expert systems; Knowledge acquisition; Knowledge based systems; Low earth orbit satellites; Maximum likelihood estimation; Spectral analysis; Statistical analysis; Stochastic processes;
  • fLanguage
    English
  • Journal_Title
    Instrumentation and Measurement, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9456
  • Type

    jour

  • DOI
    10.1109/19.65778
  • Filename
    65778