Title :
Respiration signal extraction from photoplethysmogram using pulse wave amplitude variation
Author :
Leier, Mairo ; Jervan, Gert ; Stork, Wilhelm
Author_Institution :
Dept. of Comput. Eng., Tallinn Univ. of Technol., Tallinn, Estonia
Abstract :
Respiratory information is usually measured directly with chest and abdominal belt or from the nasal airflow. There are several methods to extract respiration also from the electrocardiogram (ECG) and photoplethysmogram (PPG). In this paper we propose a methodology that detects the amplitude changes in the PPG signal to estimate the respiration rate. During exhalation, our parasympathetic nervous system makes the blood vessels more flexible than during inhalation. Blood vessels flexibility affects the propagation velocity of the pulse wave. In that way respiration also modulates the amplitude of the pulse wave signal. Comparing with other respiration signal extraction techniques our method has excellent results with limited processing power. The long-term objective of this work is to use the respiration signal together with heart rate and blood oxygen saturation level (SpO2), that are extracted from the pulse wave, for sleep apnea detection and screening purposes.
Keywords :
biochemistry; blood vessels; cardiology; medical signal detection; medical signal processing; neurophysiology; photoplethysmography; pneumodynamics; sleep; ECG; PPG signal; abdominal belt; blood oxygen saturation level; blood vessel flexibility; chest belt; electrocardiogram; exhalation; heart rate; inhalation; long-term objective; nasal airflow; parasympathetic nervous system; photoplethysmogram; propagation velocity; pulse wave amplitude variation; pulse wave signal; respiration rate estimation; respiration signal extraction; sleep apnea detection; sleep apnea screening; Accuracy; Biomedical monitoring; Heart rate; Monitoring; Pediatrics; Sensors; Sleep apnea;
Conference_Titel :
Communications (ICC), 2014 IEEE International Conference on
Conference_Location :
Sydney, NSW
DOI :
10.1109/ICC.2014.6883869