Literature DB >> 25594957

Real-time closed-loop control of human heart rate and blood pressure.

Amirehsan Sarabadani Tafreshi1, Verena Klamroth-Marganska2, Silvio Nussbaumer3, Robert Riener2.   

Abstract

Prolonged bed rest has significant negative impacts on the human body, particularly on the cardiovascular system. To overcome adverse effects and enhance functional recovery in bedridden patients, the goal is to mobilize patients as early as possible while controlling and stabilizing their cardiovascular system. In this paper, we used a robotic tilt table that allows early mobilization by modulating body inclination and automated leg movement to control the cardiovascular variables heart rate (HR) or systolic or diastolic blood pressures (sBP, dBP). The design and use of a control system is often done with a simulation model of a plant, but the time-variant and nonlinear nature of the cardiovascular system and subject-specific responses to external stimuli makes the modeling and identification challenging. Instead, we implemented an intelligent self-learning fuzzy controller that does not need any prior knowledge about the plant. The controller modulates the body inclination in order to adjust the cardiovascular parameters, with leg movement considered as a perturbing factor to the controller. The controller performance was evaluated in six healthy subjects. Measured mean values of HR, sBP, and dBP differed from desired reference values by 1.11 beats/min, 5.10 mmHg, and 2.69 mmHg, respectively. With this new control strategy, HR and dBP could be successfully controlled within medically tolerable ranges (deviations < 2.5 beats/min and < 5 mmHg from desired values, respectively). The control of sBP was less accurate; the results suggest that simultaneous control of multiple input stimuli rather than only adaptive automatic change of the tilt table angle might improve the controllability.

Entities:  

Mesh:

Year:  2015        PMID: 25594957     DOI: 10.1109/TBME.2015.2391234

Source DB:  PubMed          Journal:  IEEE Trans Biomed Eng        ISSN: 0018-9294            Impact factor:   4.538


  5 in total

1.  Modeling the effect of tilting, passive leg exercise, and functional electrical stimulation on the human cardiovascular system.

Authors:  Amirehsan Sarabadani Tafreshi; Jan Okle; Verena Klamroth-Marganska; Robert Riener
Journal:  Med Biol Eng Comput       Date:  2017-02-10       Impact factor: 2.602

2.  Distinctive Steady-State Heart Rate and Blood Pressure Responses to Passive Robotic Leg Exercise and Functional Electrical Stimulation during Head-Up Tilt.

Authors:  Amirehsan Sarabadani Tafreshi; Robert Riener; Verena Klamroth-Marganska
Journal:  Front Physiol       Date:  2016-12-09       Impact factor: 4.566

3.  Distinctive Steady-State Heart Rate and Blood Pressure Responses to Passive Robotic Leg Exercise during Head-Up Tilt: A Pilot Study in Neurological Patients.

Authors:  Amirehsan Sarabadani Tafreshi; Robert Riener; Verena Klamroth-Marganska
Journal:  Front Physiol       Date:  2017-06-02       Impact factor: 4.566

4.  Commercial Devices-Based System Designed to Improve the Treatment Adherence of Hypertensive Patients.

Authors:  Vandermi João da Silva; Vinicius da Silva Souza; Robson Guimarães da Cruz; Juliana Mesquita Vidal Martinez de Lucena; Nasser Jazdi; Vicente Ferreira de Lucena Junior
Journal:  Sensors (Basel)       Date:  2019-10-18       Impact factor: 3.576

5.  Construction of Community Medical Communication Service and Rehabilitation Model for Elderly Patients under the Internet of Things.

Authors:  Xiaoxia Zhang; Fang Wang; Dan Wang; Yanhua Xiang; Zhongwei Zhang
Journal:  J Healthc Eng       Date:  2022-03-29       Impact factor: 2.682

  5 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.