Improving RF-DNA Fingerprinting Performance in an Indoor Multipath Environment Using Semi-Supervised Learning.
Mohamed K. M. FadulDonald R. ReisingLakmali P. WeerasenaT. Daniel LovelessMina SartipiPublished in: CoRR (2023)
Keyphrases
- semi supervised learning
- multipath
- semi supervised
- unlabeled data
- labeled data
- indoor environments
- signal strength
- unsupervised learning
- end to end
- co training
- semi supervised classification
- routing algorithm
- machine learning
- supervised learning
- multiple paths
- fading channels
- training data
- label propagation
- manifold regularization
- active learning
- graph based semi supervised learning
- mobile robot
- antenna array
- labeled and unlabeled data
- radio frequency
- ultra wideband
- bit error rate
- text classification
- denoising