Communication-Efficient Federated Learning in Drone-Assisted IoT Networks: Path Planning and Enhanced Knowledge Distillation Techniques
Author:
Affiliation:
1. Lakehead University,Department of Computer Science,Thunder Bay,Canada
2. Western University,Department of Computer Science,London,Canada
3. Idaho State University,Department of Electrical and Computer Engineering,Pocatello,ID,USA
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10293227/10293746/10294036.pdf?arnumber=10294036
Reference32 articles.
1. Communication-efficient federated learning via knowledge distillation
2. Comparing Kullback-Leibler Divergence and Mean Squared Error Loss in Knowledge Distillation
3. Federated Learning via Augmented Knowledge Distillation for Heterogenous Deep Human Activity Recognition Systems
4. Fedmd: Heterogenous federated learning via model distillation;li,2019
5. Federated Learning With a Drone Orchestrator: Path Planning for Minimized Staleness
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