Sweat Loss Estimation Algorithm for Smartwatches

This study presents a newly released algorithm for smartwatches – Sweat loss estimation for running activities. A machine learning model (polynomial Kernel Ridge Regression) is used to estimate the sweat loss in milliliters. A clinical dataset of 748 running tests of 568 people was collec...

Full description

Bibliographic Details
Published in:IEEE Access
Main Authors: Konstantin Pavlov, Alexey Perchik, Vladimir Tsepulin, George Megre, Evgenii Nikolaev, Elena Volkova, Georgii Nigmatulin, Jaehyuck Park, Namseok Chang, Wonseok Lee, Justin Younghyun Kim
Format: Article
Language:English
Published: IEEE 2023-01-01
Subjects:
IMU
PPG
fitness
running
sensors
skin temperature
Online Access:https://ieeexplore.ieee.org/document/10061707/

Internet

https://ieeexplore.ieee.org/document/10061707/

Similar Items