Kernel-based machine learning using radio-fingerprints for localization in wsns.
Sandy MahfouzFarah Mourad-ChehadePaul HoneineJoumana FarahHichem SnoussiPublished in: IEEE Trans. Aerosp. Electron. Syst. (2015)
Keyphrases
- machine learning
- wireless sensor networks
- kernel methods
- support vector machine
- base station
- wireless communication
- signal strength
- data gathering
- energy efficient
- density ratio estimation
- received signal strength
- machine learning algorithms
- sensor nodes
- data mining
- sensor networks
- learning algorithm
- support vector
- online learning
- resource constrained
- computer vision
- data collection
- learning tasks
- resource limitations
- fingerprint matching
- data aggregation
- decision trees
- routing algorithm
- text mining
- text classification
- machine learning methods
- outlier detection
- routing protocol
- energy aware
- mac protocol
- scheme for wireless sensor networks
- energy efficiency
- feature extraction
- key management
- energy saving
- data analysis
- learning problems
- data acquisition
- energy consumption
- model selection