Evolution of bed-based sensor technology in unobtrusive sleep monitoring: a review
With the emergence of new sensor technologies, such as fiber optic sensors (FOSs), compared to traditional mechanical sensors, unobtrusive sleep monitoring has been a research focus for decades. This work aims to provide a guide to current bed-based sensor technologies with diverse applications in v...
Saved in:
| Main Authors: | , , , , , , |
|---|---|
| Format: | Article (Journal) |
| Language: | English |
| Published: |
1 OCTOBER 2024
|
| In: |
IEEE sensors journal
Year: 2024, Volume: 24, Issue: 19, Pages: 29545-29563 |
| ISSN: | 1558-1748 |
| DOI: | 10.1109/JSEN.2024.3439743 |
| Online Access: | Verlag, lizenzpflichtig, Volltext: https://doi.org/10.1109/JSEN.2024.3439743 Verlag, lizenzpflichtig, Volltext: https://ieeexplore.ieee.org/document/10640370 
|
| Author Notes: | Mostafa Haghi , Member, IEEE, Maksym Gaiduk , Member, IEEE, Marvin Stoffers, Nima TaheriNejad , Member, IEEE, Thomas Penzel , Fellow, IEEE, Natividad Martínez Madrid , Senior Member, IEEE, and Ralf Seepold , Senior Member, IEEE |
MARC
| LEADER | 00000caa a2200000 c 4500 | ||
|---|---|---|---|
| 001 | 1922069892 | ||
| 003 | DE-627 | ||
| 005 | 20250717005632.0 | ||
| 007 | cr uuu---uuuuu | ||
| 008 | 250410s2024 xx |||||o 00| ||eng c | ||
| 024 | 7 | |a 10.1109/JSEN.2024.3439743 |2 doi | |
| 035 | |a (DE-627)1922069892 | ||
| 035 | |a (DE-599)KXP1922069892 | ||
| 035 | |a (OCoLC)1528044421 | ||
| 040 | |a DE-627 |b ger |c DE-627 |e rda | ||
| 041 | |a eng | ||
| 084 | |a 33 |2 sdnb | ||
| 100 | 1 | |a Haghi, Mostafa |d 1986- |e VerfasserIn |0 (DE-588)1197081232 |0 (DE-627)1678888575 |4 aut | |
| 245 | 1 | 0 | |a Evolution of bed-based sensor technology in unobtrusive sleep monitoring |b a review |c Mostafa Haghi , Member, IEEE, Maksym Gaiduk , Member, IEEE, Marvin Stoffers, Nima TaheriNejad , Member, IEEE, Thomas Penzel , Fellow, IEEE, Natividad Martínez Madrid , Senior Member, IEEE, and Ralf Seepold , Senior Member, IEEE |
| 264 | 1 | |c 1 OCTOBER 2024 | |
| 300 | |b Illustrationen | ||
| 300 | |a 19 | ||
| 336 | |a Text |b txt |2 rdacontent | ||
| 337 | |a Computermedien |b c |2 rdamedia | ||
| 338 | |a Online-Ressource |b cr |2 rdacarrier | ||
| 500 | |a Gesehen am 10.04.2025 | ||
| 520 | |a With the emergence of new sensor technologies, such as fiber optic sensors (FOSs), compared to traditional mechanical sensors, unobtrusive sleep monitoring has been a research focus for decades. This work aims to provide a guide to current bed-based sensor technologies with diverse applications in various settings. We conducted a retrospective literature review, summarizing the state-of-the-art research over the past decade on non-contact bed-based sensor technology in sleep monitoring. We developed a three-category terminology: unobtrusive sensor technology, application, and subject. A total of 263 unique articles were acquired from three databases and screened for relevance, resulting in 21 papers selected for in-depth analysis. The findings revealed eight types of sensors: six mechanical sensors (pressure, accelerometer, piezoelectric, load cell, electromechanical film (EMFI), and hydraulic) and two FOSs (fiber Bragg grating and microbend FOS) that are integrated with or positioned under the bed at three levels of unobtrusiveness. We identified 15 parameters, with heart rate (HR) (14) and respiratory rate (RR) (13) being the most frequently measured. These parameters are generally categorized into three applications: disease-related diagnosis (18), general sleep analysis (9), and general well-being (11). The results indicated that sleep apnea (5) and insomnia (2) were the most frequently detected sleep disorders. Additionally, 59.1% (13) of the systems were tested in a lab environment, with only one undergoing clinical trials. In summary, there is a clear lack of convincing proof of the systems’ effectiveness in continuous in-home sleep monitoring. | ||
| 650 | 4 | |a Biomedical monitoring | |
| 650 | 4 | |a Cardiorespiratory estimation | |
| 650 | 4 | |a continuous monitoring | |
| 650 | 4 | |a Diseases | |
| 650 | 4 | |a fiber optic sensor (FOS) | |
| 650 | 4 | |a Force | |
| 650 | 4 | |a Immune system | |
| 650 | 4 | |a Monitoring | |
| 650 | 4 | |a Sensors | |
| 650 | 4 | |a sleep | |
| 650 | 4 | |a Sleep apnea | |
| 650 | 4 | |a unobtrusive measurement | |
| 700 | 1 | |a Gaiduk, Maksym |e VerfasserIn |4 aut | |
| 700 | 1 | |a Stoffers, Marvin |d 1995- |e VerfasserIn |0 (DE-588)136279032X |0 (DE-627)1922071315 |4 aut | |
| 700 | 1 | |a Taherinejad, Nima |e VerfasserIn |0 (DE-588)127517549X |0 (DE-627)1826739688 |4 aut | |
| 700 | 1 | |a Penzel, Thomas |e VerfasserIn |4 aut | |
| 700 | 1 | |a Madrid, Natividad Martínez |e VerfasserIn |4 aut | |
| 700 | 1 | |a Seepold, Ralf |e VerfasserIn |4 aut | |
| 773 | 0 | 8 | |i Enthalten in |a Institute of Electrical and Electronics Engineers |t IEEE sensors journal |d New York, NY : IEEE, 2001 |g 24(2024), 19, Seite 29545-29563 |h Online-Ressource |w (DE-627)331742241 |w (DE-600)2052059-1 |w (DE-576)094505950 |x 1558-1748 |7 nnas |
| 773 | 1 | 8 | |g volume:24 |g year:2024 |g number:19 |g pages:29545-29563 |g extent:19 |a Evolution of bed-based sensor technology in unobtrusive sleep monitoring a review |
| 856 | 4 | 0 | |u https://doi.org/10.1109/JSEN.2024.3439743 |x Verlag |x Resolving-System |z lizenzpflichtig |3 Volltext |
| 856 | 4 | 0 | |u https://ieeexplore.ieee.org/document/10640370 |x Verlag |z lizenzpflichtig |3 Volltext |
| 951 | |a AR | ||
| 992 | |a 20250410 | ||
| 993 | |a Article | ||
| 994 | |a 2024 | ||
| 998 | |g 127517549X |a Taherinejad, Nima |m 127517549X:Taherinejad, Nima |d 700000 |d 720000 |e 700000PT127517549X |e 720000PT127517549X |k 0/700000/ |k 1/700000/720000/ |p 4 | ||
| 998 | |g 136279032X |a Stoffers, Marvin |m 136279032X:Stoffers, Marvin |d 700000 |d 720000 |d 60000 |e 700000PS136279032X |e 720000PS136279032X |e 60000PS136279032X |k 0/700000/ |k 1/700000/720000/ |k 0/60000/ |p 3 | ||
| 998 | |g 1197081232 |a Haghi, Mostafa |m 1197081232:Haghi, Mostafa |d 700000 |d 720000 |e 700000PH1197081232 |e 720000PH1197081232 |k 0/700000/ |k 1/700000/720000/ |p 1 |x j | ||
| 999 | |a KXP-PPN1922069892 |e 4699842739 | ||
| BIB | |a Y | ||
| SER | |a journal | ||
| JSO | |a {"recId":"1922069892","origin":[{"dateIssuedKey":"2024","dateIssuedDisp":"1 OCTOBER 2024"}],"type":{"bibl":"article-journal","media":"Online-Ressource"},"physDesc":[{"noteIll":"Illustrationen","extent":"19 S."}],"id":{"doi":["10.1109/JSEN.2024.3439743"],"eki":["1922069892"]},"relHost":[{"language":["eng"],"part":{"text":"24(2024), 19, Seite 29545-29563","year":"2024","volume":"24","issue":"19","extent":"19","pages":"29545-29563"},"title":[{"title_sort":"IEEE sensors journal","title":"IEEE sensors journal"}],"pubHistory":["1.2001 -"],"note":["Gesehen am 20.09.16"],"corporate":[{"role":"aut","display":"Institute of Electrical and Electronics Engineers"}],"physDesc":[{"extent":"Online-Ressource"}],"disp":"Institute of Electrical and Electronics EngineersIEEE sensors journal","id":{"eki":["331742241"],"issn":["1558-1748"],"zdb":["2052059-1"]},"origin":[{"publisherPlace":"New York, NY","dateIssuedKey":"2001","publisher":"IEEE","dateIssuedDisp":"2001-"}],"recId":"331742241","type":{"bibl":"periodical","media":"Online-Ressource"},"titleAlt":[{"title":"Sensors journal"}]}],"note":["Gesehen am 10.04.2025"],"name":{"displayForm":["Mostafa Haghi , Member, IEEE, Maksym Gaiduk , Member, IEEE, Marvin Stoffers, Nima TaheriNejad , Member, IEEE, Thomas Penzel , Fellow, IEEE, Natividad Martínez Madrid , Senior Member, IEEE, and Ralf Seepold , Senior Member, IEEE"]},"person":[{"family":"Haghi","display":"Haghi, Mostafa","given":"Mostafa","role":"aut"},{"role":"aut","given":"Maksym","display":"Gaiduk, Maksym","family":"Gaiduk"},{"family":"Stoffers","display":"Stoffers, Marvin","given":"Marvin","role":"aut"},{"family":"Taherinejad","display":"Taherinejad, Nima","role":"aut","given":"Nima"},{"family":"Penzel","display":"Penzel, Thomas","given":"Thomas","role":"aut"},{"family":"Madrid","display":"Madrid, Natividad Martínez","role":"aut","given":"Natividad Martínez"},{"display":"Seepold, Ralf","role":"aut","given":"Ralf","family":"Seepold"}],"title":[{"title_sort":"Evolution of bed-based sensor technology in unobtrusive sleep monitoring","subtitle":"a review","title":"Evolution of bed-based sensor technology in unobtrusive sleep monitoring"}],"language":["eng"]} | ||
| SRT | |a HAGHIMOSTAEVOLUTIONO1202 | ||