• 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