Deep Transfer Learning Based Radio Map Estimation for Indoor Wireless Communications.
Rahul JaiswalMohamed ElnouraniSiddharth DeshmukhBaltasar Beferull-LozanoPublished in: SPAWC (2022)
Keyphrases
- transfer learning
- wireless communication
- map estimation
- wifi
- maximum a posteriori
- wireless networks
- markov random field
- maximum likelihood
- computer simulation
- communication networks
- wireless sensor networks
- learning tasks
- labeled data
- active learning
- cross domain
- em algorithm
- noisy images
- cognitive radio
- machine learning
- collaborative filtering
- reinforcement learning
- text classification
- wireless systems
- physical layer
- semi supervised learning
- image reconstruction
- alternating minimization
- machine learning algorithms
- text categorization
- expectation maximization
- unlabeled data
- multi task
- denoising
- sensor nodes
- energy function
- markov networks
- text mining
- learning algorithm
- data sets