Taking heart rate variability to the next level in sports: towards a multi-signal integration

Heart rate variability (HRV) is most often used as a standalone, without integration of complementary data. Yet these data are at our fingertips, and a revolution might be just around the corner. This perspective article gives insight on how integrating accelerometery and continuous blood pressure and extracting ventilatory variables may improve the use of HRV, taking it to a whole new level for elite and recreational sports, assessing fatigue, and intensity domains. Also, the use of mass data could lead to seamless measurements as precise and relevant as in elite sports, which could be made available to the public for health assessment and follow-up.
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Bibliographic Details
Subjects:
Notations:biological and medical sciences technical and natural sciences
Published in:Frontiers in Sports and Active Living
Language:English
Published: 2026
Online Access:https://doi.org/10.3389/fspor.2026.1720495
Volume:8
Pages:1720495
Document types:article
Level:advanced