DocumentCode
383160
Title
Online parameter identification of systemic circulation model using delta-operator in animal experiment
Author
Kosaka, Ryo ; Sankai, Yoshiyuki ; Jikuya, Tomoaki ; Yamane, Takashi ; Tsutsui, Tatsuo
Author_Institution
Inst. of Syst. & Inf. Eng., Univ. of Tsukuba, Japan
Volume
2
fYear
2002
fDate
2002
Firstpage
1469
Abstract
To develop an effective medical care with the internal medical robot, artificial heart, we proposed an online parameter identification of systemic circulation model using delta-operator, which can calculate the time varying and unmeasured hemodynamics of the internal human body from some measured physiological data: Aop (aortic pressure), AoFlow (aortic flow) and Pflow (pump flow). This method consists of: (1) the systemic circulation model, which was configured with Ca (aortic compliance), Ra (aortic resistance), L (aortic inertia) and Rp (total peripheral resistance); and (2) system identification using delta operator. In the computer simulation, we confirm the effectiveness of the proposed method. In animal experiment with the left ventricular assist system, the physiological parameters were identified as: Ra=0.04 mmHg sec/ml, Ca=0.7 mmHg/ml, L=0.02 mmHg sec sec/ml, Rp=0.3 mmHg sec/ml. By the identified parameters, we estimate the physiological behaviors. This method will bring the new stage of development of the artificial heart.
Keywords
artificial organs; cardiology; haemodynamics; medical robotics; parameter estimation; physiological models; aortic flow; aortic pressure; artificial heart; delta-operator; internal medical robot; left ventricular assist system; online parameter identification; pump flow; systemic circulation model; Animals; Artificial heart; Biological system modeling; Electrical resistance measurement; Hemodynamics; Humans; Immune system; Medical robotics; Parameter estimation; Time varying systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Robots and Systems, 2002. IEEE/RSJ International Conference on
Print_ISBN
0-7803-7398-7
Type
conf
DOI
10.1109/IRDS.2002.1043962
Filename
1043962
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