Measurement, prediction, and control of individual heart rate responses to exercise—Basics and options for wearable devices

M Ludwig, K Hoffmann, S Endler, A Asteroth… - Frontiers in …, 2018 - frontiersin.org
The use of wearable devices or “wearables” in the physical activity domain has been
increasing in the last years. These devices are used as training tools providing the user with …

Personalized heart rate management through data-driven dynamic exercise control

T Sato, T Nishino, N Kawaguchi, H Mori, H Uchida… - Scientific Reports, 2024 - nature.com
Maximizing healthy life expectancy is essential for enhancing well-being. Optimal exercise
intensity is crucial in promoting health and ensuring safe rehabilitation. Since heart rate is …

Virtual control strategy and conditioning technique for tracking and learning controls under input restrictions

CM Verrelli - Annual Reviews in Control, 2022 - Elsevier
The virtual control strategy for mechanical systems has been recently proposed (Gnucci and
Marino, 2021) in the context of under-actuated mechanical systems. Such a strategy views …

Identification of heart rate dynamics during moderate-to-vigorous treadmill exercise

KJ Hunt, SE Fankhauser, J Saengsuwan - Biomedical engineering online, 2015 - Springer
Background Heart rate can be used to prescribe exercise intensity for development and
maintenance of cardiorespiratory fitness. The aim of this study was to identify the dynamics …

Learning control in spatial coordinates for the path-following of autonomous vehicles

L Consolini, CM Verrelli - Automatica, 2014 - Elsevier
We prove the existence of a P-type (proportional-type) space-learning control, which, on the
basis of a kinematic third order nonlinear model of an autonomous nonholonomic vehicle …

Repetitive learning control design for LED light tracking

S Scalzi, S Bifaretti, CM Verrelli - IEEE Transactions on Control …, 2014 - ieeexplore.ieee.org
A lighting system composed of three color light-emitting diode (LED) strings is considered.
On the basis of a simplified dynamic model (with uncertainties) for the aforementioned …

Speed controller-based fuzzy logic for a biosignal-feedbacked cycloergometer

SAL Ensastiga, J Rodríguez-Reséndiz… - Computer Methods in …, 2022 - Taylor & Francis
Nowadays, fuzzy-logic systems are implemented to control machinery or processes that
previously required human manipulation. The main objective of this research is to propose a …

[HTML][HTML] A unified heart rate control approach for cycle ergometer and treadmill exercise

KJ Hunt, A Zahnd, R Grunder - Biomedical Signal Processing and Control, 2019 - Elsevier
Objective To develop a unified heart rate (HR) control approach for cycle ergometer (CE)
and treadmill (TM) exercise, and to empirically compare the common controller's …

Nonlinear heart rate control in treadmill/cycle-ergometer exercises under the instability constraint

CM Verrelli, P Tomei, G Caminiti, F Iellamo… - Automatica, 2021 - Elsevier
The heart rate regulation problem is addressed for the well-known second order nonlinear
model of the human heart rate response during treadmill/cycle-ergometer exercises. The …

[HTML][HTML] Feedback control of heart rate during outdoor running: A smartphone implementation

KJ Hunt, AJR Hunt - Biomedical Signal Processing and Control, 2016 - Elsevier
The aim was to develop and to investigate the technical feasibility of a novel smartphone-
based mobile system for feedback control of heart rate during outdoor running. Accurate …