A triboelectric motion sensor in wearable body sensor network for human activity recognition

2016 ◽  
Author(s):  
Hui Huang ◽  
Xian Li ◽  
Ye Sun
Keyword(s):  
Sensor Network ◽  
Activity Recognition ◽  
Human Activity ◽  
Human Activity Recognition ◽  
Motion Sensor ◽  
Body Sensor Network

scholarly journals Mining Non-Zero-Rare Sequential Patterns On Activity Recognition

2019 ◽  
Vol 5 (1) ◽  
pp. 1-9
Author(s):  
Mohammad Iqbal ◽  
Chandrawati Putri Wulandari ◽  
Wawan Yunanto ◽  
Ghaluh Indah Permata Sari
Keyword(s):  
Activity Recognition ◽  
Human Activity ◽  
Human Activities ◽  
Activity Patterns ◽  
Human Activity Recognition ◽  
Experimental Result ◽  
Sequential Patterns ◽  
Motion Sensor ◽  
Motion Sensors ◽  
Human Activity Patterns

Discovering rare human activity patterns—from triggered motion sensors deliver peculiar information to notify people about hazard situations. This study aims to recognize rare human activities using mining non-zero-rare sequential patterns technique. In particular, this study mines the triggered motion sensor sequences to obtain non-zero-rare human activity patterns—the patterns which most occur in the motion sensor sequences and the occurrence numbers are less than the pre-defined occurrence threshold. This study proposes an algorithm to mine non-zero-rare pattern on human activity recognition called Mining Multi-class Non-Zero-Rare Sequential Patterns (MMRSP).  The experimental result showed that non-zero-rare human activity patterns succeed to capture the unusual activity. Furthermore, the MMRSP performed well according to the precision value of rare activities.

scholarly journals Human Activity Recognition Based on Motion Sensor Using U-Net

IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 75213-75226 ◽  
Author(s):  
Yong Zhang ◽  
Zhao Zhang ◽  
Yu Zhang ◽  
Jie Bao ◽  
Yifan Zhang ◽  
...  
Keyword(s):  
Activity Recognition ◽  
Human Activity ◽  
Human Activity Recognition ◽  
Motion Sensor
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