TY - GEN
T1 - A Novel Quantification Method of Cardiopulmonary Coupling Based on Cross-Frequency Coupling
AU - Han, Siyu
AU - Yeh, Chien Hung
AU - Shi, Wenbin
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - Dynamic heart rate is a reflection of the functionality of the autonomic nervous system (ANS) and is closely related to vital signs. Combining it with respiratory signals for the analysis of cardiopulmonary coupling (CPC) can provide a more precise depiction of physiological states. However, traditional CPC algorithms emphasize the correlation within the identical frequency band of respiration and heart rate variability (HRV), which may not effectively reveal the intrinsic relationship between them. A novel method of quantifying CPC bidirectionally and across multiple frequency bands is proposed in this study by employing the Hilbert-Huang transform (HHT) and phase-amplitude coupling (PAC) techniques, applying it to analyze respiratory signals and Electrocardiograms (ECG) from groups of different ages to assess the performance of their autonomic nervous system. We observed a superiority of CPC value in healthy infants, indicating a decline in the function of ANS as one ages.
AB - Dynamic heart rate is a reflection of the functionality of the autonomic nervous system (ANS) and is closely related to vital signs. Combining it with respiratory signals for the analysis of cardiopulmonary coupling (CPC) can provide a more precise depiction of physiological states. However, traditional CPC algorithms emphasize the correlation within the identical frequency band of respiration and heart rate variability (HRV), which may not effectively reveal the intrinsic relationship between them. A novel method of quantifying CPC bidirectionally and across multiple frequency bands is proposed in this study by employing the Hilbert-Huang transform (HHT) and phase-amplitude coupling (PAC) techniques, applying it to analyze respiratory signals and Electrocardiograms (ECG) from groups of different ages to assess the performance of their autonomic nervous system. We observed a superiority of CPC value in healthy infants, indicating a decline in the function of ANS as one ages.
KW - Automatic nervous system
KW - Cardiopulmonary coupling
KW - Cross-frequency coupling
KW - Heart rate variability
UR - http://www.scopus.com/inward/record.url?scp=86000026082&partnerID=8YFLogxK
U2 - 10.1109/ICSIDP62679.2024.10868433
DO - 10.1109/ICSIDP62679.2024.10868433
M3 - Conference contribution
AN - SCOPUS:86000026082
T3 - IEEE International Conference on Signal, Information and Data Processing, ICSIDP 2024
BT - IEEE International Conference on Signal, Information and Data Processing, ICSIDP 2024
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2nd IEEE International Conference on Signal, Information and Data Processing, ICSIDP 2024
Y2 - 22 November 2024 through 24 November 2024
ER -