Estimating the instantaneous frequencies from heart rate tracings: a state space approach based on higher-order statistics

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

A method based on non-stationary state-space modelling is presented for the dynamical evaluation of systematic oscillations occurring in heart rate (HR) signals. The state-space modelling is performed by making use of higher-order cumulants of HR in order to suppress coloured and white Gaussian components, possibly present in the input signal.

Original languageEnglish
Title of host publicationAnnual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
Editors Anon
Pages191-192
Number of pages2
Volume17
Edition1
Publication statusPublished - 1995
EventProceedings of the 1995 IEEE Engineering in Medicine and Biology 17th Annual Conference and 21st Canadian Medical and Biological Engineering Conference. Part 2 (of 2) - Montreal, Can
Duration: Sep 20 1995Sep 23 1995

Other

OtherProceedings of the 1995 IEEE Engineering in Medicine and Biology 17th Annual Conference and 21st Canadian Medical and Biological Engineering Conference. Part 2 (of 2)
CityMontreal, Can
Period9/20/959/23/95

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Higher order statistics

ASJC Scopus subject areas

  • Bioengineering

Cite this

Pilgram, B., Castiglioni, P., Parati, G., & Di Rienzo, M. (1995). Estimating the instantaneous frequencies from heart rate tracings: a state space approach based on higher-order statistics. In Anon (Ed.), Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings (1 ed., Vol. 17, pp. 191-192)

Estimating the instantaneous frequencies from heart rate tracings : a state space approach based on higher-order statistics. / Pilgram, B.; Castiglioni, P.; Parati, G.; Di Rienzo, M.

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. ed. / Anon. Vol. 17 1. ed. 1995. p. 191-192.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Pilgram, B, Castiglioni, P, Parati, G & Di Rienzo, M 1995, Estimating the instantaneous frequencies from heart rate tracings: a state space approach based on higher-order statistics. in Anon (ed.), Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 1 edn, vol. 17, pp. 191-192, Proceedings of the 1995 IEEE Engineering in Medicine and Biology 17th Annual Conference and 21st Canadian Medical and Biological Engineering Conference. Part 2 (of 2), Montreal, Can, 9/20/95.
Pilgram B, Castiglioni P, Parati G, Di Rienzo M. Estimating the instantaneous frequencies from heart rate tracings: a state space approach based on higher-order statistics. In Anon, editor, Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 1 ed. Vol. 17. 1995. p. 191-192
Pilgram, B. ; Castiglioni, P. ; Parati, G. ; Di Rienzo, M. / Estimating the instantaneous frequencies from heart rate tracings : a state space approach based on higher-order statistics. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. editor / Anon. Vol. 17 1. ed. 1995. pp. 191-192
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