Autonomous parameter optimization of a heterogeneous wireless network aggregation system using machine learning algorithms.
Yohsuke KonMasato ItoNico HasselMikio HasegawaKentaro IshizuHiroshi HaradaPublished in: CCNC (2012)
Keyphrases
- machine learning algorithms
- wireless networks
- parameter optimization
- benchmark data sets
- genetic algorithm ga
- wireless communication
- machine learning
- differential evolution
- decision trees
- machine learning methods
- genetic algorithm
- learning algorithm
- wireless networking
- ad hoc networks
- parameter estimation
- base station
- parameter settings
- wifi
- support vector machine
- machine learning models
- access points
- standard machine learning algorithms
- generative model
- particle swarm optimization
- artificial neural networks
- image segmentation
- data streams
- pid controller
- real world
- multi objective
- evolutionary algorithm