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2012 | 121 | 1A | A-160-A-163
Article title

Cyclostationarity and Resampling for Vibroacoustic Signals

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EN
Abstracts
EN
Cyclostationarity as a feature of signals was extensively studied in last decades. Publications of Serpedin or Gardner provide an important survey documenting the impact of cyclostationary models on signal analysis in telecommunication, mechanical, acoustic, and econometric signals. The aim of this paper is to introduce the concept of cyclostationarity for mechanical signals and to present the possibilities of various resampling procedures available for such signals. Recent research of Leśkow has shown applicability of bootstrap and subsampling procedures to cyclostationary models. This means, in particular, that the modern statistical mechanical signal analysis can be done without the assumption of Gaussianity and/or without specific linear filtration structure imposed on the signal. In the paper, we show that subsampling procedure proves to be a useful diagnostic tool for testing the cyclic autocorrelation structure for signals generated by vibration.
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Contributors
author
  • Department of Quantitative Methods in Management, WSB-NLU, Nowy Sącz, Poland
References
  • [1] J. Antoni, Mechanical Systems and Signal Processing, doi:10.1016/j.ymssp.2008.10.010 (2009)
  • [2] J. Antoni, F. Bonnardot, A. Raad, M. el Badaoui, Mechanical Systems and Signal Processing, 18, 1020 (2004)
  • [3] D. Dehay, J. Leśkow, J. Appl. Probab. 33, 1077 (1996)
  • [4] W. Gardner, A. Napolitano, L. Paura, Signal Process. 86, 639 (2006)
  • [5] S. Lahiri, Resampling Methods for Dependent Data, Springer Verlag, 2003
  • [6] J. Leśkow, J. Time Series Anal. 29, 253 (2008)
  • [7] J. Leśkow, R. Synowiecki, Metrika 71, (3) (2009)
  • [8] E. Serpedin, F. Panduru, I. Sari, G.B. Giannakis, Signal Process. 85, (2005)
  • [9] A.M. Zoubir, D.R. Iskander, IEEE Sign. Process. Mag. 10, (2007)
Document Type
Publication order reference
YADDA identifier
bwmeta1.element.bwnjournal-article-appv121n1a34kz
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