Deterministic / cyclostationary signal separation using bootstrap / S. Maiz, M. El badaoui, F. Bonnardot, A. Dudek, J. Leśkow // W: 11th IFAC International Workshop on Adaptation and Learning in Control ... więcej

Deterministic / cyclostationary signal separation using bootstrap / S. Maiz, M. El badaoui, F. Bonnardot, A. Dudek, J. Leśkow // W: 11th IFAC International Workshop on Adaptation and Learning in Control and Signal Processing, University of Caen Basse-Normandie, Caen, France, July 3-5, 2013 [Dokument elektroniczny] / [eds. Fouad Giri, Vincent Van Assche]. - [S.l.] : International Federation of Automatic Control, 2013. - (Adaptation and Learning in Control and Signal Processing, ISSN 1474-6670 ; Vol. 11, Part 1). - S. 641-646 : rys., wykr. - Tryb dostępu: http://www.ifac-papersonline.net/Detailed/59649.html#. - Bibliogr. s. 646, Abstr. - doi: 10.3182/20130703-3-FR-4038.00089. - ISBN 978-3-902823-37-3

Cyclostationarity (CS) is relatively a new technique that offers diagnostic advantages for analysis of faults related to a studied system. The aim of this paper is to address the issue of separating the ... więcej

Cyclostationarity (CS) is relatively a new technique that offers diagnostic advantages for analysis of faults related to a studied system. The aim of this paper is to address the issue of separating the second-order cyclostationary (CS2) component from the first-order cyclostationary component (CS1) of a signal when low speed uctuations exist. A bootstrap-based method called Generalized Seasonal Block Bootstrap (GSBB) is applied on walking signals coming from elderly in order to characterize walking in this population and possible age-related walking disturbance, in one hand, and to explore and analyze the in uence of low speed uctuations on the first and second orders cyclostationary properties of signals, on the other hand. Two GSBB-based indicators have also been proposed to characterize the quality of the CS1 and CS2 estimates.