Design of a Learning Cascade Controller for a Continuous Noninvasive Blood Pressure Measurement System

被引:0
|
作者
Seel, Thomas [1 ]
Schneider, Sarah [2 ]
Affeld, Klaus [2 ]
Schauer, Thomas [1 ]
机构
[1] Tech Univ Berlin, Fachgebiet Regelungssyst, D-10587 Berlin, Germany
[2] Charite, Lab Biofluidmech, D-13353 Berlin, Germany
关键词
Cascade control; system identification; iterative learning control; blood pressure measurement; biomedical engineering;
D O I
10.1515/auto-2014-1130
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
For a novel blood pressure measurement system, we design a cascaded controller that consists of two classic feedback loops and an iterative learning algorithm. We show that the bandwidth of the feedback loops is limited by the measurement noise of the ultrasound sensor and that this restriction can be circumvented by exploiting the repetitive nature of the disturbance that is induced by the oscillating arterial pressure.
引用
收藏
页码:5 / 13
页数:9
相关论文
共 50 条
  • [31] Accuracy and reliability of noninvasive continuous finger blood pressure measurement in critically ill patients
    Hirschl, MM
    Binder, M
    Herkner, H
    Bur, A
    Brunner, M
    Seidler, D
    Stuhlinger, HG
    Laggner, AN
    CRITICAL CARE MEDICINE, 1996, 24 (10) : 1684 - 1689
  • [32] NONINVASIVE, CONTINUOUS BLOOD-PRESSURE MEASUREMENT BY ARTERIAL TONOMETRY DURING ANESTHESIA IN CHILDREN
    KEMMOTSU, O
    OHNO, M
    TAKITA, K
    SUGIMOTO, H
    OTSUKA, H
    MORIMOTO, Y
    MAYUMI, T
    ANESTHESIOLOGY, 1994, 81 (05) : 1162 - 1168
  • [33] NONINVASIVE, CONTINUOUS BLOOD-PRESSURE MEASUREMENT BY ARTERIAL TONOMETRY DURING PEDIATRIC ANESTHESIA
    OHNO, M
    OHTSUKA, K
    UEDA, M
    KEMMOTSU, O
    ANESTHESIA AND ANALGESIA, 1993, 76 (02): : S308 - S308
  • [34] PHOTOMETRIC CONTINUOUS NONINVASIVE BLOOD-PRESSURE MEASUREMENT AGREEMENT WITH INTRAARTERIAL PRESSURE - EFFECT OF CATHETER DAMPING
    WONG, DH
    BOGARD, D
    SHAH, N
    ZACCARI, J
    CLACK, S
    BARKER, SJ
    ANESTHESIOLOGY, 1993, 79 (3A) : A503 - A503
  • [35] NONINVASIVE CONTINUOUS FINGER BLOOD-PRESSURE MEASUREMENT DURING ORTHOSTATIC STRESS COMPARED TO INTRAARTERIAL PRESSURE
    IMHOLZ, BPM
    SETTELS, JJ
    VANDERMEIRACKER, AH
    WESSELING, KH
    WIELING, W
    CARDIOVASCULAR RESEARCH, 1990, 24 (03) : 214 - 221
  • [36] MULTICENTER EVALUATION OF A CONTINUOUS NONINVASIVE BLOOD-PRESSURE MONITORING-SYSTEM
    YOUNG, C
    VENDER, J
    FLEMING, A
    DEBREE, A
    WHITE, W
    ANESTHESIOLOGY, 1993, 79 (3A) : A501 - A501
  • [37] The T-Line TL-200 system for continuous noninvasive blood pressure measurement in medical ICU patients
    B Saugel
    F Fassio
    A Hapfelmeier
    AS Meidert
    RM Schmid
    W Huber
    Critical Care, 16 (Suppl 1):
  • [38] NONINVASIVE BLOOD-PRESSURE MEASUREMENT IN THE NEONATE
    DARNALL, RA
    CLINICS IN PERINATOLOGY, 1985, 12 (01) : 31 - 49
  • [39] Numerical simulation of noninvasive blood pressure measurement
    Hayashi, Satoru
    Hayase, Toshiyuki
    Shirai, Atsushi
    Maruyama, Masaru
    JOURNAL OF BIOMECHANICAL ENGINEERING-TRANSACTIONS OF THE ASME, 2006, 128 (05): : 680 - 687
  • [40] Machine Learning Method for Continuous Noninvasive Blood Pressure Detection Based on Random Forest
    Chen, Xiaohui
    Yu, Shuyang
    Zhang, Yongfang
    Chu, Fangfang
    Sun, Bin
    IEEE ACCESS, 2021, 9 : 34112 - 34118