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Time-varying analysis methods and models for the respiratory and cardiac system coupling in graded exercise
- Source :
- IEEE Transactions on Biomedical Engineering, IEEE Transactions on Biomedical Engineering, Institute of Electrical and Electronics Engineers, 2005, 52 (11), pp.1921-30. ⟨10.1109/TBME.2005.856257⟩
- Publication Year :
- 2005
- Publisher :
- HAL CCSD, 2005.
-
Abstract
- International audience; The analysis of heart period series is a difficult task especially under graded exercise conditions. From all the information present in these series, we are the most interested in the coupling between respiratory and cardiac systems, known as respiratory sinus arrythmia. In this paper, we show that precise patterns concerning the respiratory frequency can be extracted from the heart period series. An evolutive model is introduced in order to achieve tracking of the main respiratory-related frequencies and their time-varying amplitudes. Since respiration acts to modulate the sinus rhythm, we relate the frequencies and amplitudes to this modulation by analyzing in detail its nonlinear transformation giving the heart period signal. This analysis is performed assuming stationary conditions but also in the realistic case where the mean heart period, the amplitude, and the frequency of the respiration are time-varying. Since this paper is devoted to the theoretical and complete presentation of the method used in a physiological study published elsewhere, the capabilities of our method will be illustrated in a realistic simulated case.
- Subjects :
- Male
Time Factors
Computer science
02 engineering and technology
MESH: Pulmonary Ventilation
Signal
Electrocardiography
[INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing
Heart Rate
Modulation (music)
0202 electrical engineering, electronic engineering, information engineering
Sinus rhythm
Diagnosis, Computer-Assisted
Respiratory system
MESH: Heart Rate
MESH: Oscillometry
Analysis method
MESH: Feedback
Amplitude
MESH: Respiratory Mechanics
[SDV.IB]Life Sciences [q-bio]/Bioengineering
[SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing
Algorithms
Adult
MESH: Biological Clocks
0206 medical engineering
Physical Exertion
Biomedical Engineering
MESH: Algorithms
Models, Biological
Feedback
MESH: Physical Exertion
MESH: Computer Simulation
Control theory
Biological Clocks
Oscillometry
Respiration
Humans
Computer Simulation
MESH: Humans
Series (mathematics)
MESH: Time Factors
MESH: Models, Biological
MESH: Diagnosis, Computer-Assisted
020206 networking & telecommunications
MESH: Adult
020601 biomedical engineering
MESH: Male
MESH: Electrocardiography
Coupling (physics)
Respiratory frequency
Exercise Test
Respiratory Mechanics
Pulmonary Ventilation
MESH: Exercise Test
Sinus arrythmia
Subjects
Details
- Language :
- English
- ISSN :
- 00189294
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Biomedical Engineering, IEEE Transactions on Biomedical Engineering, Institute of Electrical and Electronics Engineers, 2005, 52 (11), pp.1921-30. ⟨10.1109/TBME.2005.856257⟩
- Accession number :
- edsair.doi.dedup.....0ddb1688729c85ed5e85b3774572459f
- Full Text :
- https://doi.org/10.1109/TBME.2005.856257⟩