Application of Kalman filter for breathing effort reconstruction for OSAS patients in breathing therapy

Author:

Scheel Mathias12,Berndt Andreas2,Simanski Olaf3

Affiliation:

1. Automation and Mechatronics Group – Hochschule Wismar , Philipp-Mueller-Straße 14, 23966 Wismar , Germany

2. HOFFRICHTER GmbH , Mettenheimer Straße 12, 19061 Schwerin , Germany

3. Computational Engineering and Automation Group , Hochschule Wismar , Philipp-Mueller-Straße 14, 23966 Wismar , Germany

Abstract

Abstract The CPAP (Continuous Positive Airway Pressure) therapy is the gold standard to treat the obstructive sleep apnoea syndrome (OSAS). The CPAP-device generates a positive pressure to splint the upper respiratory tracts preventing an collapse of the tracts and the pharynx. It has been shown that many CPAP-devices cannot maintain the pressure set points adjusted by the medical staff, because the mask pressure is seriously influenced by the patient’s breathing. In this work a method is provided to estimate the breathing effort of the patient. Therefore a model of the breathing therapy system is introduced and the application of the Kalman filter is described. The estimated breathing effort could then be used in further control strategies to improve the control quality.

Publisher

Walter de Gruyter GmbH

Subject

Electrical and Electronic Engineering,Computer Science Applications,Control and Systems Engineering

Reference18 articles.

1. J. Marschall, S. Hildebrandt, H. Sydow and P.D. Nolting, Gesundheitsreport 2017, Analyse der Arbeitsunfähigkeitsdaten. Update: Schlafstörungen, KESSLER Druck + Medien GmbH & Co. KG (2017).

2. H. Peter, T. Penze and J.H. Peter, Enzyklopädie der Schlafmedizin, Springer Medizin Verlag Heidelberg.

3. Edited from http://isdhealthsolutions.com/cpap-therapy/, last visit: on 14.05.2018 at 8:30 am.

4. C.E. Sullivan, F.G. Issa, M. Berthon-Jones and L. Eves, Reversal of obstructive sleep apnoea by continuous positive airway pressure applied through the nares, The Lancet 37(8225) (1981), 862–865.

5. B. Louis, K. Leroux, M. Boucherie, D. Isabey, V. Grillier-Lanoir, B. Fauroux and D. Lofaso, Pressure stability with CPAP devices: A bench evaluation, Sleep Medicine, Elsevier (2011).

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Positive Airway Pressure Treatment and Monitoring;Monitoring Positive Pressure Therapy in Sleep-Related Breathing Disorders;2023

2. Real-Time Estimation of Lung Model Parameters and Breathing Effort During Assisted Ventilation;IFAC-PapersOnLine;2021

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3