Multi-model robust control of depth of hypnosis

被引：23
|
作者：
Sadati, Nasser [1 ]
Hosseinzadeh, Mehdi [2 ]
Dumont, Guy A. [3 ]
机构：
[1] Sharif Univ Technol, Dept Elect Engn, Tehran 113659363, Iran
[2] Univ Tehran, Coll Engn, Sch Elect & Comp Engn, Tehran 14395515, Iran
[3] Univ British Columbia, Dept Elect & Comp Engn, Vancouver, BC V6T 1Z4, Canada
来源：
BIOMEDICAL SIGNAL PROCESSING AND CONTROL | 2018年 / 40卷
关键词：
Automated drug delivery; Anesthesia; Pharmacokinetic-pharmacodynamic modeling; Depth of hypnosis; Multi-model robust control scheme; CLOSED-LOOP CONTROL; PROPOFOL ANESTHESIA; BISPECTRAL ANALYSIS; INDEX;
D O I：
10.1016/j.bspc.2017.10.003
中图分类号：
R318 [生物医学工程];
学科分类号：
0831 ;
摘要：
This paper presents a multi-model robust control scheme to control the depth of hypnosis during intravenous administration of propofol. The objective of the proposed control scheme is to provide an adequate drug administration regime for propofol to avoid overdosing and underdosing of patients. The proposed scheme is designed to withstand the patient's inherent drug response variability, to achieve good output disturbance and sensor noise rejection, and to attain a good set point response. A comprehensive simulation study of 44 patients is presented to assess the performance of the proposed control scheme. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码：443 / 453
页数：11
相关论文
共 50 条
  • [31] PID control of data-driven patient response with fixed ratio co-administration of drugs for depth of hypnosis
    Ionescu, Clara M.
    Farbakhsh, Hamed
    Muresan, Cristina
    De Keyser, Robin
    Yumuk, Erhan
    Ben Othman, Ghada
    Ynineb, Amani Rayene
    Birs, Isabela
    Copot, Dana
    Neckebroek, Martine
    IFAC PAPERSONLINE, 2024, 58 (07): : 222 - 227
  • [32] Hypnosis control based on the minimum concentration of anesthetic drug for maintaining appropriate hypnosis
    Furutani, Eiko
    Nishigaki, Yuki
    Kanda, Chiaki
    Takeda, Toshihiro
    Shirakami, Golan
    2013 35TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2013, : 3487 - 3490
  • [33] Local identifiability and sensitivity analysis of neuromuscular blockade and depth of hypnosis models
    Silva, M. M.
    Lemos, J. M.
    Coito, A.
    Costa, B. A.
    Wigren, T.
    Mendonca, T.
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2014, 113 (01) : 23 - 36
  • [34] Reinforcement Learning: A Novel Method for Optimal Control of Propofol-Induced Hypnosis
    Moore, Brett L.
    Doufas, Anthony G.
    Pyeatt, Larry D.
    ANESTHESIA AND ANALGESIA, 2011, 112 (02) : 360 - 367
  • [35] Leading Modes of East Asian Winter Climate Variability and Their Predictability: An Assessment of the APCC Multi-Model Ensemble
    Sohn, Soo-Jin
    Tam, Chi-Yung
    Park, Chung-Kyu
    JOURNAL OF THE METEOROLOGICAL SOCIETY OF JAPAN, 2011, 89 (05) : 455 - 474
  • [36] A multi-model ensemble approach for quantifying sub-pixel land cover fractions in the urban environments
    Patidar, Nitesh
    Keshari, Ashok K.
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2018, 39 (12) : 3939 - 3962
  • [37] Multi-model exploration of groundwater quality and potential health risk assessment in Jajpur district, Eastern India
    Sabinaya, Sushree
    Mahanty, Biswanath
    Rout, Prangya Ranjan
    Raut, Sangeeta
    Sahoo, Sunil Kumar
    Jha, Vivekanand
    Sahoo, Naresh Kumar
    ENVIRONMENTAL GEOCHEMISTRY AND HEALTH, 2024, 46 (02)
  • [38] Event-Based GPC for Depth of Hypnosis in Anesthesia for Efficient Use of Propofol
    Pawlowski, A.
    Merigo, L.
    Guzman, J. L.
    Visioli, A.
    Dormido, S.
    2017 3RD INTERNATIONAL CONFERENCE ON EVENT-BASED CONTROL, COMMUNICATION AND SIGNAL PROCESSING (EBCCSP), 2017,
  • [39] Multi-model climatic water balance prediction in the Zala River Basin (Hungary) based on a modified Budyko framework
    Csaki, Peter
    Gyimothy, Kitti
    Kalicz, Peter
    Szolgay, Jan
    Zagyvai-Kiss, Katalin Anita
    Gribovszki, Zoltan
    JOURNAL OF HYDROLOGY AND HYDROMECHANICS, 2020, 68 (02) : 200 - 210
  • [40] Investigating the Effect of Climate Change on Drought Propagation in the Tarim River Basin Using Multi-Model Ensemble Projections
    Ding, Xiaoyun
    Yu, Yang
    Yang, Meilin
    Wang, Qian
    Zhang, Lingyun
    Guo, Zengkun
    Zhang, Jing
    Mailik, Ireneusz
    Malgorzata, Wistuba
    Yu, Ruide
    Bonacci, Ognjen
    ATMOSPHERE, 2024, 15 (01)
12345