Tracking control and robustness analysis for a nonlinear model of human heart rate during exercise

被引:21
作者
Mazenc, Frederic [2 ]
Malisoff, Michael [1 ]
de Querioz, Marcio [3 ]
机构
[1] Louisiana State Univ, Dept Math, Baton Rouge, LA 70803 USA
[2] CNRS Supelec, Projet INRIA DISCO, F-91192 Gif Sur Yvette, France
[3] Louisiana State Univ, Dept Mech Engn, Baton Rouge, LA 70803 USA
基金
美国国家科学基金会;
关键词
Cardiovascular system; Feedback control; Nonlinear systems; TREADMILL; LOAD;
D O I
10.1016/j.automatica.2011.01.079
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The control of human heart rate during exercise is an important problem that has implications for the development of protocols for athletics, assessing physical fitness, weight management, and the prevention of heart failure. Here we provide a new stabilization technique for a recently-proposed nonlinear model for human heart rate response that describes the central and peripheral local responses during and after treadmill exercise. The control input is the treadmill speed, and the control objective is to make the heart rate track a prescribed reference trajectory. We use a strict Lyapunov function analysis to design new state and output feedback tracking controllers that render the error dynamics globally exponentially stable. This allows us to prove input-to-state stability properties for our feedback stabilized systems under actuator errors. This robustness property quantifies the effects of variations of the treadmill speed from the controller values. We illustrate our feedback design through simulations. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:968 / 974
页数:7
相关论文
共 13 条
  • [1] Heart rate monitoring - Applications and limitations
    Achten, J
    Jeukendrup, AE
    [J]. SPORTS MEDICINE, 2003, 33 (07) : 517 - 538
  • [2] BRODAN V, 1971, PHYSIOL BOHEMOSLOV, V20, P189
  • [3] CHENG T, 2008, P ANN INT IEEE EMBS, P2785
  • [4] Nonlinear Modeling and Control of Human Heart Rate Response During Exercise With Various Work Load Intensities
    Cheng, Teddy M.
    Savkin, Andrey V.
    Celler, Branko G.
    Su, Steven W.
    Wang, Lu
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2008, 55 (11) : 2499 - 2508
  • [5] Model reference adaptive control of heart rate during wheelchair ergometry
    Cooper, RA
    Fletcher-Shaw, TL
    Robertson, RN
    [J]. IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 1998, 6 (04) : 507 - 514
  • [6] Coyle E F, 2001, Exerc Sport Sci Rev, V29, P88, DOI 10.1097/00003677-200104000-00009
  • [7] MATHEMATICAL-MODEL OF HEART-RATE REGULATION DURING EXERCISE
    HAJEK, M
    POTUCEK, J
    BRODAN, V
    [J]. AUTOMATICA, 1980, 16 (02) : 191 - 195
  • [8] FOREARM SKIN AND MUSCLE VASCULAR-RESPONSES TO PROLONGED LEG EXERCISE IN MAN
    JOHNSON, JM
    ROWELL, LB
    [J]. JOURNAL OF APPLIED PHYSIOLOGY, 1975, 39 (06) : 920 - 924
  • [9] Development of a servo-controller of heart rate using a treadmill
    Kawada, T
    Sunagawa, G
    Takaki, H
    Shishido, T
    Miyano, H
    Miyashita, H
    Sato, T
    Sugimachi, M
    Sunagawa, K
    [J]. JAPANESE CIRCULATION JOURNAL-ENGLISH EDITION, 1999, 63 (12): : 945 - 950
  • [10] Rowell LB, 1993, HUMAN CARDIOVASCULAR