Title :
Cardiac sounds from a wearable device for sternal seismocardiography
Author :
Castiglioni, Paolo ; Meriggi, Paolo ; Rizzo, Francesco ; Vaini, Emanuele ; Faini, Andrea ; Parati, Gianfranco ; Merati, Giampiero ; Rienzo, Marco Di
Author_Institution :
Fondazione Don C. Gnocchi, Milan, Italy
fDate :
Aug. 30 2011-Sept. 3 2011
Abstract :
Seismocardiography is the body-surface recording of vibrations produced by the beating heart. A high frequency (HF) accelerometric component of the seismocardiogram (SCG) is related to the heart sounds generated by the closure of atrio-ventricular and semilunar valves. This paper evaluates the feasibility of recording the SCG component associated to cardiac sounds by means of a wearable device originally designed for monitoring ECG, respiratory movements, body accelerations and posture in freely moving subjects. The method is based on the averaging of the HF component of the acceleration vector measured by the wearable system, and on the subsequent extraction of features from its envelope. The method is applied on data recorded in healthy volunteers in different postures and during sleep. Results indicate that it is possible to reliably identify the time of occurrence of the first and second heart sound within the cardiac cycle. They also show significant differences in the HF component of SCG between supine and standing postures. Analyzing the HF SCG in a volunteer sleeping at high altitude (4554 m asl) substantial differences were also found among three body positions (lying supine or on the left or right side). These differences are likely to reflect changes in cardiac mechanics induced by different postures of the body.
Keywords :
acceleration measurement; bioacoustics; biomechanics; biomedical equipment; biomedical measurement; cardiology; vibrations; SCG component recording; acceleration vector; atrioventricular valve closure; body surface vibration recording; cardiac mechanics changes; cardiac sounds; first heart sound; heart beat; heart sounds; high frequency accelerometric component; second heart sound; seismocardiogram; semilunar valve closure; sternal seismocardiography; wearable device; Acceleration; Accelerometers; Biomedical monitoring; Electrocardiography; Feature extraction; Hafnium; Heart; Acceleration; Electrocardiography; Feasibility Studies; Humans; Sternum;
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2011.6091063