GAN-SNR-Shrinkage-Based Network for Modulation Recognition with Small Training Sample Size.
Shuai ZhangYan ZhangMingjun MaZunwen HeWancheng ZhangPublished in: ChinaCom (2021)
Keyphrases
- sample size
- small sample
- number of training samples
- model selection
- random sample
- signal to noise ratio
- small sample size
- random sampling
- small samples
- statistical power
- statistical hypothesis testing
- confidence intervals
- covariance matrix
- variance reduction
- statistical tests
- upper bound
- modulation scheme
- progressive sampling
- training set
- worst case
- received signal
- pac learning
- vc dimension
- generalization error
- training samples
- denoising
- decision trees