Automatic Modulation Recognition: A Few-Shot Learning Method Based on the Capsule Network.
Lixin LiJunsheng HuangQianqian ChengHongying MengZhu HanPublished in: IEEE Wirel. Commun. Lett. (2021)
Keyphrases
- segmentation method
- detection method
- learning scheme
- unsupervised learning
- significant improvement
- recognition process
- recognition algorithm
- neural nets
- network model
- recognition rate
- visual learning
- learning stage
- pairwise
- objective function
- reinforcement learning
- recurrent networks
- learning algorithm
- fully connected
- fully automatic
- learning process
- machine learning
- recognition accuracy
- network structure
- clustering method
- dynamic programming
- active learning
- temporal segmentation
- prior knowledge
- connectionist networks
- endoscopic images
- visual object recognition