Baseline Model Training in Sensor-Based Human Activity Recognition: An Incremental Learning Approach

Baseline Model Training in Sensor-Based Human Activity Recognition: An Incremental Learning Approach

Human activity recognition (HAR) based on wearable sensors has attracted significant research attention in recent years due to its advantages in availability, accuracy, and privacy-friendliness. HAR baseline model is essentially a general-purpose classifier trained to recognized multiple activity pa...

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Bibliographic Details
Main Authors: Jianyu Xiao, Linlin Chen, Haipeng Chen, Xuemin Hong
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Human activity recognition
baseline model
broad learning system
DIM
incremental learning
Online Access:https://ieeexplore.ieee.org/document/9423957/

Internet

https://ieeexplore.ieee.org/document/9423957/

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