Human Activity Recognition: A Comparative Study to Assess the Contribution Level of Accelerometer, ECG, and PPG Signals

Human Activity Recognition: A Comparative Study to Assess the Contribution Level of Accelerometer, ECG, and PPG Signals

Inertial sensors are widely used in the field of human activity recognition (HAR), since this source of information is the most informative time series among non-visual datasets. HAR researchers are actively exploring other approaches and different sources of signals to improve the performance of HA...

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Bibliographic Details
Main Authors: Mahsa Sadat Afzali Arani, Diego Elias Costa, Emad Shihab
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Sensors
Subjects:
human activity recognition (HAR)
early fusion
3D-accelerometer (3D-ACC)
electrocardiogram (ECG)
photoplethysmogram (PPG)
Online Access:https://www.mdpi.com/1424-8220/21/21/6997

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https://www.mdpi.com/1424-8220/21/21/6997

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