Recording system and data fusion algorithm for enhancing the estimation of the respiratory rate from photoplethysmogram

Roxana A. Cernat; Silvia I. Ciorecan; Constantin Ungureanu; Johan Arends; Rodica Strungaru; G. Mihaela Ungureanu

doi:10.1109/EMBC.2015.7319753

Recording system and data fusion algorithm for enhancing the estimation of the respiratory rate from photoplethysmogram

Roxana A. Cernat, Silvia I. Ciorecan, Constantin Ungureanu, Johan Arends, Rodica Strungaru, G. Mihaela Ungureanu

Signal Processing Systems

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

9 Citaten (Scopus)

Samenvatting

The respiratory rate is a vital parameter that can provide valuable information about the health condition of a patient. The extraction of respiratory information from photoplethysmographic signal (PPG) was actually encouraged by the reported results, our main goal being to obtain accurate respiratory rate estimation from the PPG signal. We developed a fusion algorithm that identifies the best derived respiratory signals, from which is possible to extract the respiratory rate; based on these, a global respiratory rate is computed using the proposed fusion algorithm. The algorithm is qualitatively tested on real PPG signals recorded by an acquisition system we implemented, using a reflection pulse oximeter sensor. Its performance is also statistically evaluated using benchmark dataset publically available from CapnoBase.Org.

Originele taal-2	Engels
Titel	2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015
Plaats van productie	Piscataway
Uitgeverij	Institute of Electrical and Electronics Engineers
Pagina's	5977-5980
Aantal pagina's	4
ISBN van elektronische versie	9781424492718
ISBN van geprinte versie	978-1-4244-9270-1
DOI's	https://doi.org/10.1109/EMBC.2015.7319753
Status	Gepubliceerd - 4 nov. 2015
Evenement	37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015 - "MiCo" , Milan, Italië Duur: 25 aug. 2015 → 29 aug. 2015 Congresnummer: 37 https://www.embs.org/events/37th-annual-international-conference-of-the-ieee-engineering-in-medicine-and-biology-society/ http://embc.embs.org/2015/

Congres

Congres	37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015
Verkorte titel	EMBC 2015
Land/Regio	Italië
Stad	Milan
Periode	25/08/15 → 29/08/15
Ander	37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
Internet adres	https://www.embs.org/events/37th-annual-international-conference-of-the-ieee-engineering-in-medicine-and-biology-society/ http://embc.embs.org/2015/

Toegang tot document

10.1109/EMBC.2015.7319753

Andere bestanden en links

Link to publication in Scopus

Citeer dit

Cernat, R. A., Ciorecan, S. I., Ungureanu, C., Arends, J., Strungaru, R., & Mihaela Ungureanu, G. (2015). Recording system and data fusion algorithm for enhancing the estimation of the respiratory rate from photoplethysmogram. In 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015 (blz. 5977-5980). Artikel 7319753 Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/EMBC.2015.7319753

Cernat, Roxana A. ; Ciorecan, Silvia I. ; Ungureanu, Constantin et al. / Recording system and data fusion algorithm for enhancing the estimation of the respiratory rate from photoplethysmogram. 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015. Piscataway : Institute of Electrical and Electronics Engineers, 2015. blz. 5977-5980

@inproceedings{7a318af5d7a14ef7a1865bf60f9eb54c,

title = "Recording system and data fusion algorithm for enhancing the estimation of the respiratory rate from photoplethysmogram",

abstract = "The respiratory rate is a vital parameter that can provide valuable information about the health condition of a patient. The extraction of respiratory information from photoplethysmographic signal (PPG) was actually encouraged by the reported results, our main goal being to obtain accurate respiratory rate estimation from the PPG signal. We developed a fusion algorithm that identifies the best derived respiratory signals, from which is possible to extract the respiratory rate; based on these, a global respiratory rate is computed using the proposed fusion algorithm. The algorithm is qualitatively tested on real PPG signals recorded by an acquisition system we implemented, using a reflection pulse oximeter sensor. Its performance is also statistically evaluated using benchmark dataset publically available from CapnoBase.Org.",

keywords = "derived respiratory signals, fusion algorithm, photoplethysmography, respiratory rate, thermistor",

author = "Cernat, {Roxana A.} and Ciorecan, {Silvia I.} and Constantin Ungureanu and Johan Arends and Rodica Strungaru and {Mihaela Ungureanu}, G.",

year = "2015",

month = nov,

day = "4",

doi = "10.1109/EMBC.2015.7319753",

language = "English",

isbn = "978-1-4244-9270-1",

pages = "5977--5980",

booktitle = "2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015",

publisher = "Institute of Electrical and Electronics Engineers",

address = "United States",

note = "37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015, EMBC 2015 ; Conference date: 25-08-2015 Through 29-08-2015",

url = "https://www.embs.org/events/37th-annual-international-conference-of-the-ieee-engineering-in-medicine-and-biology-society/, http://embc.embs.org/2015/",

}

Cernat, RA, Ciorecan, SI, Ungureanu, C, Arends, J, Strungaru, R & Mihaela Ungureanu, G 2015, Recording system and data fusion algorithm for enhancing the estimation of the respiratory rate from photoplethysmogram. in 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015., 7319753, Institute of Electrical and Electronics Engineers, Piscataway, blz. 5977-5980, 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015, Milan, Italië, 25/08/15. https://doi.org/10.1109/EMBC.2015.7319753

Recording system and data fusion algorithm for enhancing the estimation of the respiratory rate from photoplethysmogram. / Cernat, Roxana A.; Ciorecan, Silvia I.; Ungureanu, Constantin et al.
2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015. Piscataway: Institute of Electrical and Electronics Engineers, 2015. blz. 5977-5980 7319753.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

TY - GEN

T1 - Recording system and data fusion algorithm for enhancing the estimation of the respiratory rate from photoplethysmogram

AU - Cernat, Roxana A.

AU - Ciorecan, Silvia I.

AU - Ungureanu, Constantin

AU - Arends, Johan

AU - Strungaru, Rodica

AU - Mihaela Ungureanu, G.

N1 - Conference code: 37

PY - 2015/11/4

Y1 - 2015/11/4

N2 - The respiratory rate is a vital parameter that can provide valuable information about the health condition of a patient. The extraction of respiratory information from photoplethysmographic signal (PPG) was actually encouraged by the reported results, our main goal being to obtain accurate respiratory rate estimation from the PPG signal. We developed a fusion algorithm that identifies the best derived respiratory signals, from which is possible to extract the respiratory rate; based on these, a global respiratory rate is computed using the proposed fusion algorithm. The algorithm is qualitatively tested on real PPG signals recorded by an acquisition system we implemented, using a reflection pulse oximeter sensor. Its performance is also statistically evaluated using benchmark dataset publically available from CapnoBase.Org.

AB - The respiratory rate is a vital parameter that can provide valuable information about the health condition of a patient. The extraction of respiratory information from photoplethysmographic signal (PPG) was actually encouraged by the reported results, our main goal being to obtain accurate respiratory rate estimation from the PPG signal. We developed a fusion algorithm that identifies the best derived respiratory signals, from which is possible to extract the respiratory rate; based on these, a global respiratory rate is computed using the proposed fusion algorithm. The algorithm is qualitatively tested on real PPG signals recorded by an acquisition system we implemented, using a reflection pulse oximeter sensor. Its performance is also statistically evaluated using benchmark dataset publically available from CapnoBase.Org.

KW - derived respiratory signals

KW - fusion algorithm

KW - photoplethysmography

KW - respiratory rate

KW - thermistor

UR - http://www.scopus.com/inward/record.url?scp=84953239153&partnerID=8YFLogxK

U2 - 10.1109/EMBC.2015.7319753

DO - 10.1109/EMBC.2015.7319753

M3 - Conference contribution

C2 - 26737653

AN - SCOPUS:84953239153

SN - 978-1-4244-9270-1

SP - 5977

EP - 5980

BT - 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015

PB - Institute of Electrical and Electronics Engineers

CY - Piscataway

T2 - 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015

Y2 - 25 August 2015 through 29 August 2015

ER -

Cernat RA, Ciorecan SI, Ungureanu C, Arends J, Strungaru R, Mihaela Ungureanu G. Recording system and data fusion algorithm for enhancing the estimation of the respiratory rate from photoplethysmogram. In 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015. Piscataway: Institute of Electrical and Electronics Engineers. 2015. blz. 5977-5980. 7319753 doi: 10.1109/EMBC.2015.7319753

Recording system and data fusion algorithm for enhancing the estimation of the respiratory rate from photoplethysmogram

Samenvatting

Congres

Toegang tot document

Andere bestanden en links

Vingerafdruk

Citeer dit