Modeling of Human Heart Rate Response during Walking, Cycling and Rowing

被引:11
作者
Baig, Dur-e-Zehra [1 ]
Su, Hao [1 ]
Cheng, Teddy M. [1 ]
Savkin, Andrey V. [1 ]
Su, Steven W. [3 ]
Celler, Branko G. [2 ]
机构
[1] Univ New S Wales, Sch Elect Engn & Telecommun, Sydney, NSW 2052, Australia
[2] Univ Western Sydney, Sydney, NSW 1797, Australia
[3] Univ Technol Sydney, Sydney, NSW 2007, Australia
来源
2010 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) | 2010年
关键词
EXERCISE; LOAD;
D O I
10.1109/IEMBS.2010.5626865
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
The aim of this paper is to study the human Heart Rate (HR) response during walking, cycling and rowing exercises using linear time varying (LTV) models. We used the frequency of exercise locomotion as the input to the model. This frequency characterizes the stride rate, cadence rate and strokes rate of the walking, cycling and rowing exercises respectively. The time varying parameters in the LTV models were estimated by the Kalman Filter (KF). The results in this study demonstrate that HR responses to these exercises exhibit some degree of time varying nature.
引用
收藏
页码:2553 / 2556
页数:4
相关论文
共 12 条
[1]  
BALDAY GJ, 2000, ACSMS GUIDELINES EXE
[2]  
Birch K., 2005, INSTANT NOTES SPORTS
[3]  
BRODAN V, 1971, PHYSIOL BOHEMOSLOV, V20, P189
[4]   Nonlinear Modeling and Control of Human Heart Rate Response During Exercise With Various Work Load Intensities [J].
Cheng, Teddy M. ;
Savkin, Andrey V. ;
Celler, Branko G. ;
Su, Steven W. ;
Wang, Lu .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2008, 55 (11) :2499-2508
[5]  
CHENG TM, 2009, ELECTRON LETT, P394
[6]  
DORF RC, 1965, P 5 ANN SAN DIEG S B, P43
[7]  
DORF RC, 1965, P 18 ANN C ENG MED B
[8]   MATHEMATICAL-MODEL OF HEART-RATE REGULATION DURING EXERCISE [J].
HAJEK, M ;
POTUCEK, J ;
BRODAN, V .
AUTOMATICA, 1980, 16 (02) :191-195
[9]   The problem of optimal robust Kalman state estimation via limited capacity digital communication channels [J].
Malyavej, V ;
Savkin, AV .
SYSTEMS & CONTROL LETTERS, 2005, 54 (03) :283-292
[10]  
RUSHMER RF, 1986, CARDIOVASCULAR DYNAM