Irrelevant data elimination based on a k-means clustering algorithm for efficient data aggregation and human activity classification in smart home sensor networks.
Siriporn PattamasetJae Sung ChoiPublished in: Int. J. Distributed Sens. Networks (2020)
Keyphrases
- sensor networks
- sensor data
- data aggregation
- human activities
- data collection
- wireless sensor networks
- sensor readings
- environmental monitoring
- smart home
- energy efficient
- data gathering
- sensor nodes
- communication bandwidth
- activity recognition
- energy consumption
- sink node
- data sets
- energy efficiency
- resource constrained
- data dissemination
- training data
- data acquisition
- base station
- action recognition
- text categorization
- data distribution
- monitoring system
- labeled data
- data points