• DocumentCode
    3030667
  • Title

    Multilevel crossing rates for automated signal classification

  • Author

    Mitchell, R.J. ; Gonzalez, R.C.

  • Author_Institution
    Technology Service Corp., Wilshire Blvd., Santa Monica, CA
  • Volume
    3
  • fYear
    1978
  • fDate
    28581
  • Firstpage
    218
  • Lastpage
    222
  • Abstract
    An investigation was made of multilevel crossing rates as a means of time series analysis of random signals. Pattern recognition techniques based on the Mahalanobis distance were implemented as a means of evaluating the discriminating power of level crossings. Measurement of multilevel crossing rates was found to be an easily implementable means for detection of changes in general frequency content. Level crossing analysis was also shown to be applicable for the study of conductivity measurements of two-phase flow of air and water, where knowledge of the relationship between amplitude and frequency was beneficial in characterizing the process.
  • Keywords
    Automatic control; Frequency measurement; Instruments; Laboratories; Pattern classification; Pattern recognition; Random processes; Signal analysis; Surveillance; Time series analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '78.
  • Type

    conf

  • DOI
    10.1109/ICASSP.1978.1170391
  • Filename
    1170391