DeepMap: Deep Gaussian Process for Indoor Radio Map Construction and Location Estimation.
Xiangyu WangXuyu WangShiwen MaoJian ZhangSenthilkumar Chinnappa Gounder PeriaswamyJustin PattonPublished in: GLOBECOM (2018)
Keyphrases
- gaussian process
- location estimation
- wifi
- signal strength
- gaussian processes
- indoor environments
- hyperparameters
- mobile devices
- wireless networks
- maximum a posteriori
- wireless communication
- regression model
- bayesian framework
- gaussian process regression
- model selection
- end to end
- semi supervised
- location information
- smart phones
- gaussian process models
- ad hoc networks
- latent variables
- binary features
- mobile applications
- mobile robot
- mobile networks
- base station
- urban environments
- cross validation
- active learning
- smart home
- multipath
- random sampling
- search and rescue
- mobile users
- routing protocol
- information extraction
- wireless sensor networks