Title :
Nonlinear Control Techniques for the Heart Rate Regulation in Treadmill Exercises
Author :
Scalzi, Stefano ; Tomei, Patrizio ; Verrelli, Cristiano Maria
Author_Institution :
Electron. Eng. Dept., Univ. of Rome “Tor Vergata, Rome, Italy
fDate :
3/1/2012 12:00:00 AM
Abstract :
It has been recently shown in the literature that a robust output feedback controller for the heart rate regulation can be designed for an experimentally validated second order nonlinear model of the human heart rate response during long-duration treadmill exercises: It is based on piecewise linear approximations of the original nonlinear model and involves (local) robust linear control techniques. In this letter, we resort to recent nonlinear advanced control techniques in order to illustrate the existence of a nonlocal and nonswitching control which guarantees heart rate regulation with no exact knowledge of model parameters and nonlinearities: It simply generalizes to the nonlinear framework the classical proportional-integral control design for linear models of heart rate response during treadmill exercises. Simulation and experimental results demonstrate the effectiveness of the proposed approach in typical training exercises involving warm up/holding/cool down phases.
Keywords :
approximation theory; biomechanics; cardiology; control system synthesis; feedback; linear systems; medical control systems; nonlinear control systems; piecewise linear techniques; robust control; three-term control; classical proportional-integral control design; heart rate regulation; long-duration treadmill exercises; nonlinear control techniques; nonswitching control; robust output feedback controller; second order nonlinear model; warm up-holding-cool down phases; Biomedical monitoring; Control design; Heart rate; Humans; Robustness; Training; Trajectory; Heart rate regulation; mathematical physiology; nonlinear control; Algorithms; Exercise Test; Exercise Therapy; Feedback, Physiological; Heart Rate; Homeostasis; Humans; Microcomputers; Nonlinear Dynamics; Physical Exertion;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2011.2179300