Source Estimation for the Damped Wave Equation Using Modulating Functions Method: Application to the Estimation of the Cerebral Blood Flow

被引：0
|
作者：
Asiri, Sharefa [1 ]
Laleg-Kirati, Taous-Meriem [1 ]
机构：
[1] KAUST, Comp Elect & Math Sci & Engn Div CEMSE, Thuwal 239556900, Saudi Arabia
来源：
IFAC PAPERSONLINE | 2017年 / 50卷 / 01期
关键词：
Source Estimation; Distributed Parameter System; Damped Wave Equation; Biomedical System; Modulating Functions Method; Robust Estimation; PARAMETER-IDENTIFICATION; SYSTEMS; ORDER;
D O I：
10.1016/j.ifacol.2017.08.1356
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, a method based on modulating functions is proposed to estimate the Cerebral Blood Flow (CBF). The problem is written in an input estimation problem for a damped wave equation which is used to model the spatiotemporal variations of blood mass density. The method is described and its performance is assessed through some numerical simulations. The robustness of the method in presence of noise is also studied. (C) 2017, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码：7082 / 7088
页数：7
相关论文
共 50 条
  • [1] Effect of using local arterial input functions on cerebral blood flow estimation
    Lorenz, Cory
    Benner, Thomas
    Lopez, Chloe Joan
    Ay, Hakan
    Zhu, Ming Wang
    Aronen, Hannu
    Karonen, Jari
    Liu, Yawu
    Nuutinen, Juho
    Sorensen, A. Gregory
    JOURNAL OF MAGNETIC RESONANCE IMAGING, 2006, 24 (01) : 57 - 65
  • [2] Cerebral Blood Flow Estimation In Vivo Using Local Tissue Reference Functions
    Kosior, Jayme Cameron
    Smith, Michael R.
    Kosior, Robert Karl
    Frayne, Richard
    JOURNAL OF MAGNETIC RESONANCE IMAGING, 2009, 29 (01) : 183 - 188
  • [3] Estimation of Cerebral Blood Flow Using the Pulse Wave Amplitude in Brain MRI
    Glandorf, Julian
    Klimes, Filip
    Kern, Agilo Luitger
    Voskrebenzev, Andreas
    Gutberlet, Marcel
    Kornemann, Norman
    Wacker, Frank
    Wattjes, Mike P.
    Vogel-Claussen, Jens
    ACADEMIC RADIOLOGY, 2024, 31 (07) : 3026 - 3034
  • [4] Modulating Functions Method for Parameters Estimation in the Fifth Order KdV Equation
    Asiri, Sharefa
    Liu, Da-Yan
    Laleg-Kirati, Taous-Meriem
    2017 25TH MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED), 2017, : 30 - 35
  • [5] A recursive scheme for frequency estimation using the modulating functions method
    Fedele, Giuseppe
    Coluccio, Loredana
    APPLIED MATHEMATICS AND COMPUTATION, 2010, 216 (05) : 1393 - 1400
  • [6] Iterative Learning Based Modulating Functions Method for Distributed Solar Source Estimation
    Aljehani, Fahad
    Laleg-Kirati, Taous-Meriem
    2021 AMERICAN CONTROL CONFERENCE (ACC), 2021, : 1402 - 1407
  • [7] Iterative Learning Based Modulating Functions Method for Distributed Solar Source Estimation
    Aljehani, Fahad
    Laleg-Kirati, Taous-Meriem
    IEEE CONTROL SYSTEMS LETTERS, 2021, 5 (06): : 1970 - 1975
  • [8] Statistical method for the estimation of cerebral blood flow using the Kety-Schmidt technique
    Matthews, JNS
    Matthews, DSF
    Eyre, JA
    CLINICAL SCIENCE, 1999, 97 (04) : 485 - 492
  • [9] Finite-time joint estimation of the arterial blood flow and the arterial Windkessel parameters using modulating functions
    Bahloul, Mohamed A.
    Kirati, Taous-Meriem Laleg
    IFAC PAPERSONLINE, 2020, 53 (02): : 16286 - 16292
  • [10] ESTIMATION OF CEREBRAL BLOOD-FLOW BY DOPPLER
    BARRINGTON, K
    BOISVERT, D
    HUTCHISON, K
    NOSKO, M
    PEDIATRIC RESEARCH, 1985, 19 (04) : A387 - A387
12345