FedBKD: Heterogenous Federated Learning via Bidirectional Knowledge Distillation for Modulation Classification in IoT-Edge System.
Peihan QiXiaoyu ZhouYuanlei DingZhengyu ZhangShilian ZhengZan LiPublished in: IEEE J. Sel. Top. Signal Process. (2023)
Keyphrases
- learning systems
- knowledge acquisition
- supervised learning
- prior knowledge
- incremental learning
- knowledge transfer
- learning process
- management system
- background knowledge
- reinforcement learning
- unsupervised learning
- learning algorithm
- online learning
- knowledge representation
- domain knowledge
- learning phase
- expert systems
- feature extraction
- data sources
- discriminative learning
- learned knowledge
- multi category
- domain experts
- decision trees
- organizational learning
- prior domain knowledge
- class labels
- image classification
- active learning
- training set
- feature space
- support vector
- feature selection