A Kalman Filter Based Approach for Outlier Detection in Sensor Networks.
Meng ShuaiKunqing XieGuanhua ChenXiuli MaGuojie SongPublished in: CSSE (4) (2008)
Keyphrases
- sensor networks
- kalman filter
- outlier detection
- data streams
- kalman filtering
- wireless sensor networks
- sensor data
- environmental monitoring
- detecting outliers
- object tracking
- detection algorithm
- particle filter
- sensor nodes
- underwater acoustic
- communication cost
- knowledge discovery
- energy consumption
- resource constrained
- sensor readings
- density estimation
- density ratio estimation
- data mining
- detect outliers
- machine learning
- mean shift
- routing protocol
- mobile sensor networks
- communication bandwidth
- spatial outliers
- video sequences
- heterogeneous sensor networks