WiFi Localization for Mobile Robots Based on Random Forests and GPLVM.
Reda ElbasionyWalid GomaaPublished in: ICMLA (2014)
Keyphrases
- random forests
- mobile robot
- indoor localization
- wifi
- indoor environments
- regression forests
- signal strength
- random forest
- wireless networks
- ensemble methods
- decision trees
- mobile devices
- machine learning algorithms
- end to end
- wireless communication
- path planning
- logistic regression
- location information
- decision tree ensembles
- urban environments
- smart phones
- received signal strength
- mobile networks
- mobile applications
- ad hoc networks
- computer vision
- network architecture
- smart card
- machine learning methods
- artificial neural networks
- smart home
- urban areas
- machine learning
- multi class