Evaluating the Potential of an Oral-Based Bioguard to Estimate Heart Rate Using Photoplethysmography

Author:

de Almeida e Bueno Leonardo1ORCID,Walls Victoria C.2,Bergmann Jeroen H. M.1ORCID

Affiliation:

1. Department of Engineering Science, University of Oxford, Oxford OX1 3PJ, UK

2. TCC-CASEMIX, Kestrel Lodge Upper Hexgreave, Farnsfield, Newark NG22 8LS, UK

Abstract

The reliable monitoring of heart rate during intense exercise is imperative to effectively manage training loads while providing insights from a healthcare perspective. However, current technologies perform poorly in contact sports settings. This study aims to evaluate the best approach for heart rate tracking using photoplethysmography sensors embedded into an instrumented mouthguard (iMG). Seven adults wore iMGs and a reference heart rate monitor. Several sensor placements, light sources and signal intensities were explored for the iMG. A novel metric related to the positioning of the sensor in the gum was introduced. The error between the iMG heart rate and the reference data was assessed to obtain insights into the effect of specific iMG configurations on measurement errors. Signal intensity was found to be the most important variable for error prediction, followed by the sensor light source, sensor placement and positioning. A generalized linear model combining an infrared light source, at an intensity of 5.08 mA, and a frontal placement high in the gum area resulted in a heart rate minimum error of 16.33%. This research shows promising preliminary results for the use of oral-based heart rate monitoring, but highlights the need for the careful consideration of sensor configurations within these systems.

Funder

Engineering and Physical Sciences Research Council

Publisher

MDPI AG

Subject

Clinical Biochemistry,General Medicine,Analytical Chemistry,Biotechnology,Instrumentation,Biomedical Engineering,Engineering (miscellaneous)

Reference29 articles.

1. Sapra, A., Malik, A., and Bhandari, P. (2022). Vital Sign Assessment, StatPearls.

2. Evaluation of Heart Rate as a Method for Assessing Moderate Intensity Physical Activity;Strath;Med. Sci. Sports Exerc.,2000

3. Heart Rate Response during a Simulated Olympic Boxing Match Is Predominantly above Ventilatory Threshold 2: A Cross Sectional Study;Vancini;Open Access J. Sports Med.,2013

4. Physical Activity and Cardiovascular Disease: Evidence for a Dose Response;Kohl;Med. Sci. Sport. Exerc.,2001

5. Heart Rate, Blood Lactate Concentration, and Time–Motion Analysis of Female Basketball Players during Competition;Matthew;J. Sports Sci.,2009

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