Streaming data preprocessing via online tensor recovery for large environmental sensor networks.
Yue HuAo QuYanbing WangDan WorkPublished in: CoRR (2021)
Keyphrases
- sensor networks
- streaming data
- data streams
- preprocessing
- sliding window
- concept drift
- sensor data
- wireless sensor networks
- communication cost
- underwater acoustic
- energy consumption
- evolving data streams
- environmental monitoring
- energy efficient
- resource constrained
- data distribution
- sensor readings
- data sets
- sensor nodes
- base station
- real time
- routing protocol
- change detection
- data aggregation
- anomaly detection
- dimensionality reduction
- data gathering
- feature extraction
- incoming data
- unsupervised learning
- text classification
- clustering algorithm
- image processing
- database
- heterogeneous sensor networks