Indoor Localization and Radio Map Estimation Using Unsupervised Manifold Alignment with Geometry Perturbation.
Khaqan MajeedSameh SorourTareq Y. Al-NaffouriShahrokh ValaeePublished in: IEEE Trans. Mob. Comput. (2016)
Keyphrases
- manifold alignment
- map estimation
- indoor localization
- signal strength
- wifi
- maximum a posteriori
- received signal strength
- transfer learning
- markov random field
- indoor environments
- maximum likelihood
- fall detection
- domain adaptation
- base station
- noisy images
- wireless communication
- multipath
- mobile devices
- wireless networks
- em algorithm
- energy function
- transfer knowledge
- localization algorithm
- radio frequency
- access points
- image processing
- active learning
- wireless sensor networks
- graph cuts
- edge detection
- natural images
- multiscale
- image sequences
- machine learning