Nonparametric Activity Recognition System in Smart Homes Based on Heterogeneous Sensor Data.
Chao-Lin WuYa-Hung ChenYi-Wei ChienMing-Je TsaiTing-Ying LiPei-Hsuan ChengLi-Chen FuCheryl Chia-Hui ChenPublished in: IEEE Trans Autom. Sci. Eng. (2019)
Keyphrases
- sensor data
- smart home
- human activities
- sensor networks
- smart environments
- heterogeneous sensor networks
- activities of daily living
- assisted living
- sensor readings
- daily activities
- health monitoring
- sensor measurements
- home automation
- ubiquitous computing
- sensor data streams
- data streams
- activity recognition
- ambient assisted living
- ubiquitous environments
- multiple sensors
- home environment
- pervasive computing
- sensor nodes
- context aware
- raw sensor data
- low cost sensors
- machine learning
- daily life
- active learning
- artificial neural networks
- multi agent systems
- multi agent