DocumentCode :
2501981
Title :
Towards automated ingestion detection: Swallow sounds
Author :
Walker, William P. ; Bhatia, Dinesh
Author_Institution :
Embedded & Adaptive Comput. Group, Univ. of Texas at Dallas, Richardson, TX, USA
fYear :
2011
fDate :
Aug. 30 2011-Sept. 3 2011
Firstpage :
7075
Lastpage :
7078
Abstract :
Obesity is a worldwide epidemic and is a cause of many major chronic diseases. In most cases, obesity is a result of an imbalance between food intake and calories burned. Steps toward automated ingestion detection are being made. In order to automate the process of capturing ingestion, a method for detecting, analyzing, and recording sounds related to ingestion is being developed. In this paper, preliminary swallow sound analysis is presented and compared with various other noises captured from a throat mounted microphone. Initial frequency analysis indicates a stronger presence at high frequency intervals for swallow sounds in relation to other captured sounds such as voice. Comparisons show that a single high-pass filter can offer similar results as wavelet decomposition. Two simple methods for event detection are given.
Keywords :
acoustic variables measurement; diseases; high-pass filters; medical signal processing; patient monitoring; wavelet transforms; automated ingestion detection; frequency analysis; health monitoring system; high frequency intervals; noises; single high-pass filter; swallow sound analysis; throat mounted microphone; voice; wavelet decomposition; Discrete wavelet transforms; Finite impulse response filter; Microphones; Monitoring; Obesity; Sensors; Health Monitoring Systems; Swallow Detection; Wireless Sensors; Algorithms; Automatic Data Processing; Deglutition; Eating; Elasticity; Equipment Design; Humans; Male; Models, Statistical; Monitoring, Physiologic; Obesity; Signal Processing, Computer-Assisted; Software; Sound; Sound Spectrography; Time Factors; Transducers; Vocal Cords; Voice; Wireless Technology;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2011.6091788
Filename :
6091788
Link To Document :
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