DocumentCode
472179
Title
Analysis of Temporal Pattern of Swallowing Mechanism
Author
Aboofazeli, Mohammad ; Moussavi, Zahra
Author_Institution
Dept. of Electr. & Comput. Eng., Manitoba Univ., Winnipeg, Man.
fYear
2006
fDate
Aug. 30 2006-Sept. 3 2006
Firstpage
5591
Lastpage
5594
Abstract
This paper presents an objective method for analysis of temporal pattern of swallowing mechanism based on analysis of swallowing sounds and submental surface electromyogram (EMG). In this study, swallowing sound signal and submental EMG of 12 healthy subjects were recorded. Swallowing sound signals were divided into 25 millisecond segments each of which was represented by waveform fractal dimension (WED). Temporal pattern of swallowing sound signal was identified based on hidden Markov modeling (HMM) of the WED sequences. Submental muscle contraction was marked by thresholding the RMS values of the EMG signals. Duration of the swallowing sound phases, duration of the submental muscle contraction, and time difference between the onset of submental muscle contraction and the opening of cricopharynx were calculated. Experimental results suggest that the proposed method is efficient in the study of temporal pattern of swallowing mechanism and can provide an objective and accurate approach for swallowing mechanism analysis
Keywords
bioacoustics; electromyography; hidden Markov models; pattern recognition; 25 ms; EMG; HMM; RMS value; cricopharynx; hidden Markov modeling; submental muscle contraction; submental surface electromyogram; swallowing sound signal; temporal pattern analysis; waveform fractal dimension; Electromyography; Esophagus; Fractals; Hidden Markov models; Intrusion detection; Larynx; Muscles; Pattern analysis; Pharynx; Signal processing; Hidden Markov model; submental surface electromyogram; swallowing sounds; waveform fractal dimension;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
Conference_Location
New York, NY
ISSN
1557-170X
Print_ISBN
1-4244-0032-5
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2006.259354
Filename
4463073
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