Single Wearable Accelerometer-Based Human Activity Recognition via Kernel Discriminant Analysis and QPSO-KELM Classifier

Single Wearable Accelerometer-Based Human Activity Recognition via Kernel Discriminant Analysis and QPSO-KELM Classifier

In recent years, sensor-based human activity recognition (HAR) has gained tremendous attention around the world with a range of applications. Instead of using body sensor network-based recognition systems which are intrusive and increase equipment cost, we focus on the development of efficient HAR a...

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Bibliographic Details
Main Authors: Yiming Tian, Jie Zhang, Lingling Chen, Yanli Geng, Xitai Wang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Human activity recognition
kernel Fisher discriminant analysis
kernel extreme learning machine
quantum-behaved particle swarm optimization
wearable sensor
Online Access:https://ieeexplore.ieee.org/document/8792105/

Internet

https://ieeexplore.ieee.org/document/8792105/

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