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
Link To Document :
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