Title :
Performance evaluation of three methods for respiratory signal estimation from the electrocardiogram
Author :
Correa, Lorena S. ; Laciar, Eric ; Torres, Abel ; Jané, Raimon
Author_Institution :
Gabinete de TecnologÃ\xada Médica, Universidad Nacional de San Juan, Argentina
Abstract :
A comparative study of three methods for estimating respiratory signal through electrocardiogram (ECG) was carried out. The three methods analyzed were based on R wave area, R peak amplitude and heart rate variability (HRV). For each method, cross-correlation coefficient and spectral coherence in a range of frequencies up to 0.5 Hz were computed between the ECG derived respiratory signals (EDR) and the three real respiratory signals: oronasal, and two inductance plethysmographies recordings (chest and abdominal). Results indicate that EDR methods based on R wave area and HRV are better correlated and show a wider spectral coherence with real respiratory signals than the other EDR method based on R peak amplitude.
Keywords :
Abdomen; Coherence; Databases; Electrocardiography; Estimation; Filters; Frequency; Heart rate variability; Plethysmography; Sleep apnea; Algorithms; Computers; Electrocardiography; False Positive Reactions; Heart Rate; Humans; Plethysmography; Reproducibility of Results; Respiration; Signal Processing, Computer-Assisted; Software; Time Factors;
Conference_Titel :
Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE
Conference_Location :
Vancouver, BC
Print_ISBN :
978-1-4244-1814-5
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2008.4650277