Streaming Data Preprocessing via Online Tensor Recovery for Large Environmental Sensor Networks.
Yue HuAo QuYanbing WangDaniel B. WorkPublished in: ACM Trans. Knowl. Discov. Data (2022)
Keyphrases
- sensor networks
- streaming data
- data streams
- preprocessing
- sliding window
- concept drift
- sensor data
- environmental monitoring
- wireless sensor networks
- communication cost
- evolving data streams
- data distribution
- energy efficient
- change detection
- underwater acoustic
- sensor readings
- resource constrained
- energy consumption
- sensor nodes
- sensor web
- real time
- base station
- incoming data
- heterogeneous sensor networks
- mobile sensor networks
- data gathering
- data aggregation
- routing protocol
- anomaly detection
- data structure
- feature extraction
- communication bandwidth
- mobile wireless
- database systems
- data sets