A Multifunctional Network with Uncertainty Estimation and Attention-Based Knowledge Distillation to Address Practical Challenges in Respiration Rate Estimation

A Multifunctional Network with Uncertainty Estimation and Attention-Based Knowledge Distillation to Address Practical Challenges in Respiration Rate Estimation

Respiration rate is a vital parameter to indicate good health, wellbeing, and performance. As the estimation through classical measurement modes are limited only to rest or during slow movements, respiration rate is commonly estimated through physiological signals such as electrocardiogram and photo...

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Bibliographic Details
Main Authors: Kapil Singh Rathore, Sricharan Vijayarangan, Preejith SP, Mohanasankar Sivaprakasam
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Sensors
Subjects:
deep learning
respiration rate
wearable technology
multifunctional network
attention mechanism
uncertainty estimation
Online Access:https://www.mdpi.com/1424-8220/23/3/1599

Internet

https://www.mdpi.com/1424-8220/23/3/1599

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