DocumentCode :
141488
Title :
Sleep monitoring using body sounds and motion tracking
Author :
Kalkbrenner, Christoph ; Stark, Philipp ; Kouemou, Guy ; Algorri, Maria-Elena ; Brucher, Rainer
Author_Institution :
Fac. of Med. Eng., Hochschule Ulm, Univ. of Appl. Sci., Ulm, Germany
fYear :
2014
fDate :
26-30 Aug. 2014
Firstpage :
6941
Lastpage :
6944
Abstract :
This paper presents a system for sleep monitoring that can continuously analyze snoring, breathing, sleep phases and the activity of the patient during the night and the beginning of the day. Early results show that the system can be used to detect the occurrence of obstructive sleep apnea syndrome (OSAS). OSAS is traditionally diagnosed using polysomnography, which requires a whole night stay at the sleep laboratory of a hospital, where the patient is attached to multiple electrodes and sensors. Our system detects heartbeats, breathing, snoring, sleeping positions and movements using a special electret microphone and an inertial measurement unit (IMU). The system first analyses the sleep using the acoustic information provided by the electret microphone. From the acoustic information breathing events and heartbeats are identified. The system also analyses the patient´s activity and positions from data delivered by the IMU. The information from both sensors is fused to detect sleep events. First experiments show that the system is capable of detecting and interpreting relevant data to improve sleep monitoring.
Keywords :
medical disorders; medical signal detection; patient diagnosis; pneumodynamics; sleep; IMU; OSAS; acoustic information breathing events; body sounds; breathing detection; breathing phase; electret microphone; heartbeat detection; inertial measurement unit; motion tracking; movement detection; obstructive sleep apnea syndrome; polysomnography; sleep monitoring; sleep phase; sleeping position detection; snoring detection; snoring phase; Electrets; Heart beat; Microphones; Monitoring; Sensors; Sleep apnea;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
ISSN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2014.6945224
Filename :
6945224
Link To Document :
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