Improving RF-DNA Fingerprinting Performance in an Indoor Multipath Environment Using Semi-Supervised Learning.
Mohamed K. M. FadulDonald R. ReisingLakmali P. WeerasenaT. Daniel LovelessMina SartipiJoshua H. TylerPublished in: IEEE Trans. Inf. Forensics Secur. (2024)
Keyphrases
- semi supervised learning
- multipath
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- signal strength
- indoor environments
- unsupervised learning
- end to end
- multiple paths
- machine learning
- semi supervised classification
- routing algorithm
- training data
- mobile robot
- co training
- active learning
- label propagation
- antenna array
- manifold regularization
- radio frequency
- ultra wideband
- computer vision
- fading channels
- semi supervised learning algorithms
- bit error rate
- wifi
- text classification
- denoising
- ultra wide band