Radio map estimation with neural networks and active learning for indoor localization.
Sila GulerF. Serhan DanisAli Taylan CemgilPublished in: IPIN (Short Papers/Work-in-Progress Papers) (2019)
Keyphrases
- map estimation
- indoor localization
- active learning
- neural network
- wifi
- maximum a posteriori
- signal strength
- indoor environments
- maximum likelihood
- fall detection
- markov random field
- received signal strength
- wireless communication
- network architecture
- wireless networks
- em algorithm
- back propagation
- image reconstruction
- mobile devices
- multipath
- semi supervised
- noisy images
- machine learning
- base station
- mobile robot
- end to end
- expectation maximization
- fuzzy logic
- ad hoc networks
- detection algorithm
- pairwise
- image segmentation
- multiresolution
- location tracking
- maximum a posterior
- higher order
- localization algorithm
- radio frequency
- smart phones
- stereo vision
- multi camera