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