A High Accuracy & Ultra-Low Power ECG-Derived Respiration Estimation Processor for Wearable Respiration Monitoring Sensor.


Journal

Biosensors
ISSN: 2079-6374
Titre abrégé: Biosensors (Basel)
Pays: Switzerland
ID NLM: 101609191

Informations de publication

Date de publication:
22 Aug 2022
Historique:
received: 16 06 2022
revised: 29 07 2022
accepted: 01 08 2022
entrez: 25 8 2022
pubmed: 26 8 2022
medline: 27 8 2022
Statut: epublish

Résumé

The respiratory rate is widely used for evaluating a person's health condition. Compared to other invasive and expensive methods, the ECG-derived respiration estimation is a more comfortable and affordable method to obtain the respiration rate. However, the existing ECG-derived respiration estimation methods suffer from low accuracy or high computational complexity. In this work, a high accuracy and ultra-low power ECG-derived respiration estimation processor has been proposed. Several techniques have been proposed to improve the accuracy and reduce the computational complexity (and thus power consumption), including QRS detection using refractory period refreshing and adaptive threshold EDR estimation. Implemented and fabricated using a 55 nm processing technology, the proposed processor achieves a low EDR estimation error of 0.73 on CEBS database and 1.2 on MIT-BIH Polysomnographic Database while demonstrating a record-low power consumption (354 nW) for the respiration monitoring, outperforming the existing designs. The proposed processor can be integrated in a wearable sensor for ultra-low power and high accuracy respiration monitoring.

Identifiants

pubmed: 36005061
pii: bios12080665
doi: 10.3390/bios12080665
pmc: PMC9405792
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Subventions

Organisme : National Key R&D Program of China
ID : 2019YFB2204500
Organisme : National Natural Science Foundation of China
ID : 62074026

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Auteurs

Jiajing Fan (J)

School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China.

Siqi Yang (S)

School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China.

Jiahao Liu (J)

School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China.

Zhen Zhu (Z)

School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China.

Jianbiao Xiao (J)

School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China.

Liang Chang (L)

School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China.

Shuisheng Lin (S)

School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China.

Jun Zhou (J)

School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China.

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Classifications MeSH