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

B. Pilgram; P. Castiglioni; G. Parati; M. Di Rienzo

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

B. Pilgram, P. Castiglioni, G. Parati, M. Di Rienzo

Research output: Chapter in Book/Report/Conference proceeding › Conference 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 language	English
Title of host publication	Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
Editors	Anon
Pages	191-192
Number of pages	2
Volume	17
Edition	1
Publication status	Published - 1995
Event	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 Duration: Sep 20 1995 → Sep 23 1995

Other

Other	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)
City	Montreal, Can
Period	9/20/95 → 9/23/95

ASJC Scopus subject areas

Bioengineering

Cite this

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 proceeding › Conference 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.

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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.",

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ER -

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

Abstract

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ASJC Scopus subject areas

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