A scalable support vector machine for distributed classification in ad hoc sensor networks.
Dongli WangJianguo ZhengYan ZhouJianxun LiPublished in: Neurocomputing (2010)
Keyphrases
- sensor networks
- support vector machine
- communication cost
- mobile sensor networks
- wireless sensor networks
- sensor data
- support vector
- energy consumption
- camera network
- sensor nodes
- svm classifier
- support vector machine svm
- energy efficient
- feature selection
- underwater acoustic
- feature vectors
- data collection
- machine learning
- resource constrained
- data aggregation
- environmental monitoring
- training set
- base station
- energy efficiency
- information dissemination
- distributed systems
- heterogeneous sensor networks
- sensor readings
- sensor web
- peer to peer
- communication bandwidth
- mobile wireless
- feature space
- energy aware
- data streams
- mobile sensor
- network connectivity
- image processing
- pairwise
- reduce communication cost