Robust human activity recognition using single accelerometer via wavelet energy spectrum features and ensemble feature selection

Wearable sensor-based human activity recognition has been widely used in many fields. Considering that a multi-sensor based recognition system is not suitable for practical applications and long-term activity monitoring, this paper proposes a single wearable accelerometer-based human activity recogn...

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Bibliographic Details
Main Authors: Yiming Tian, Jie Zhang, Jie Wang, Yanli Geng, Xitai Wang
Format: Article
Language:English
Published: Taylor & Francis Group 2020-01-01
Series:Systems Science & Control Engineering
Subjects:
Online Access:http://dx.doi.org/10.1080/21642583.2020.1723142