A support vector machine for terrain classification in on-demand deployments of wireless sensor networks.
Rana HaberAdrian M. PeterCarlos E. OteroIvica KostanicAbdel EjniouiPublished in: SysCon (2013)
Keyphrases
- wireless sensor networks
- support vector machine
- energy efficient
- sensor networks
- svm classifier
- energy consumption
- sensor nodes
- support vector
- multi class
- base station
- data aggregation
- energy efficiency
- resource constrained
- data gathering
- multi class support vector machines
- multi hop
- environmental monitoring
- data transmission
- feature selection
- generalization ability
- routing algorithm
- small sample
- routing protocol
- machine learning
- kernel methods
- energy aware
- support vector machine svm
- cloud computing
- classification method
- decision boundary
- feature space
- hyperplane
- lp norm
- biological inspired
- classification algorithm
- kernel function
- training data
- svm classification
- design considerations
- wireless sensor
- soft margin
- training set
- learning algorithm