DocumentCode
3674906
Title
Multiple hypothesis testing with application in vibrating signals analysis
Author
Theodor D. Popescu;Mihaela Andrei
Author_Institution
National Institute for R&
fYear
2015
Firstpage
71
Lastpage
76
Abstract
The change detection and diagnosis methods have gained considerable attention in scientif c research and appears to be the central issue in various application areas. These applications need some robust change detection schemes to work well and separate the changes in the experimental conditions from the real changes in the system, especially for systems with arbitrary and non-stationary known or unknown inputs. The objective of the paper is to develop a such kind of change detection and diagnosis scheme, able to discriminate the model parameter and noise variance changes. Finally, we include some Monte-Carlo simulations for change detection in a second order FIR model and experimental results obtained in analysis of seismic signals, using the proposed approach.
Keywords
"Noise","Monte Carlo methods","Histograms","Acceleration","Data models","Finite impulse response filters","Random sequences"
Publisher
ieee
Conference_Titel
Systems Engineering (ISSE), 2015 IEEE International Symposium on
Type
conf
DOI
10.1109/SysEng.2015.7302735
Filename
7302735
Link To Document