Ultra-wide band radar is a promising non-contact technology for sleep stage classification in children

Robbin de Goederen; Shijing Pu; Maria Silos Viu; Dan Doan; Sebastiaan Overeem; Wouter A. Serdijn; Koen F.M.  Joosten; Xi Long; Jeroen Dudink

Ultra-wide band radar is a promising non-contact technology for sleep stage classification in children

Robbin de Goederen, Shijing Pu, Maria Silos Viu, Dan Doan, Sebastiaan Overeem, Wouter A. Serdijn, Koen F.M. Joosten, Xi Long, Jeroen Dudink

Onderzoeksoutput: Bijdrage aan congres › Abstract › Academic

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Unobtrusive sleep monitoring in children presents challenges. We investigated the possibility of using an ultra-wide band (UWB) radar to measure sleep in children. Tested on 32 children undergoing a clinical polysomnography, the use of 38 features extracted from radar signals and an adaptive boosting algorithm led to promising results in estimating sleep stages.

Originele taal-2	Engels
Aantal pagina's	1
Status	Gepubliceerd - sep. 2021

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BHI2021_RadarChildrenSleepFinale auteursversie , 142 KB

Sleep Medicine
van Gilst, M. M. (Content manager) & van der Hout-van der Jagt, M. B. (Content manager)
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title = "Ultra-wide band radar is a promising non-contact technology for sleep stage classification in children",

abstract = "Unobtrusive sleep monitoring in children presents challenges. We investigated the possibility of using an ultra-wide band (UWB) radar to measure sleep in children. Tested on 32 children undergoing a clinical polysomnography, the use of 38 features extracted from radar signals and an adaptive boosting algorithm led to promising results in estimating sleep stages.",

author = "{de Goederen}, Robbin and Shijing Pu and {Silos Viu}, Maria and Dan Doan and Sebastiaan Overeem and Serdijn, {Wouter A.} and Joosten, {Koen F.M.} and Xi Long and Jeroen Dudink",

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T1 - Ultra-wide band radar is a promising non-contact technology for sleep stage classification in children

AU - de Goederen, Robbin

AU - Pu, Shijing

AU - Silos Viu, Maria

AU - Doan, Dan

AU - Overeem, Sebastiaan

AU - Serdijn, Wouter A.

AU - Joosten, Koen F.M.

AU - Long, Xi

AU - Dudink, Jeroen

PY - 2021/9

Y1 - 2021/9

N2 - Unobtrusive sleep monitoring in children presents challenges. We investigated the possibility of using an ultra-wide band (UWB) radar to measure sleep in children. Tested on 32 children undergoing a clinical polysomnography, the use of 38 features extracted from radar signals and an adaptive boosting algorithm led to promising results in estimating sleep stages.

AB - Unobtrusive sleep monitoring in children presents challenges. We investigated the possibility of using an ultra-wide band (UWB) radar to measure sleep in children. Tested on 32 children undergoing a clinical polysomnography, the use of 38 features extracted from radar signals and an adaptive boosting algorithm led to promising results in estimating sleep stages.

M3 - Abstract

ER -

Ultra-wide band radar is a promising non-contact technology for sleep stage classification in children

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Sleep Medicine

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