A reliable and energy efficient dual prediction data reduction approach for WSNs based on Kalman filter.
Haibin WangZaid YemeniWaleed M. IsmaelAmmar HawbaniSaeed H. AlsamhiPublished in: IET Commun. (2021)
Keyphrases
- energy efficient
- kalman filter
- data reduction
- wireless sensor networks
- energy consumption
- data compression
- sensor networks
- base station
- energy efficiency
- object tracking
- sensor nodes
- knowledge discovery
- data analysis
- multi hop
- preprocessing
- model selection
- data aggregation
- feature selection
- particle filter
- routing protocol
- classification accuracy
- data sets
- singular value decomposition
- classification rules
- data gathering
- compression algorithm
- data quality
- clustering algorithm
- data mining
- power consumption
- genetic programming
- input data
- least squares
- fuzzy logic
- decision trees