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. (Content manager) & van der Hout-van der Jagt, 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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