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Portable auricular device for real-time swallow and chew detection

Steimer, Konrad C.; Zimmermann, Christoph; Zeitfelder, Jennifer; Pylatiuk, Christian; Stork, Wilhelm

Abstract (englisch):
Monitoring a person’s nutritional consumption is costly and complex. To solve this problem a new technique is proposed to draw conclusions of a person’s food intake. The air pressure signal, recorded in the external acoustic meatus, is used to detect swallow and chew events. A portable device has been developed to record this pressure signal. Due to the constraint of running on a low-power microcontroller, real-time algorithms, used in pattern and speech recognition, were used to develop methods to automatically detect swallow and chew events. A binary classifier was trained by means of manually annotated data sets. Direct comparisons with state of the art technology and tests with several subjects are provided for evaluation purposes.

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Verlagsausgabe §
DOI: 10.5445/IR/1000062295
Veröffentlicht am 18.01.2018
DOI: 10.1515/cdbme-2016-0031
Zitationen: 1
Cover der Publikation
Zugehörige Institution(en) am KIT Institut für Angewandte Informatik (IAI)
Publikationstyp Zeitschriftenaufsatz
Publikationsjahr 2016
Sprache Englisch
Identifikator ISSN: 2364-5504
KITopen-ID: 1000062295
HGF-Programm 47.01.02 (POF III, LK 01) Biol.Netzwerke u.Synth.Regulat. IAI
Erschienen in Current directions in biomedical engineering
Verlag De Gruyter
Band 2
Heft 1
Seiten 129-133
Schlagwörter chewing, food intake monitor, in-ear pressure, swallowing, vital data
Nachgewiesen in Dimensions
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