Enhancing Air Quality Monitoring: A Brief Review of Federated Learning Advances

Computer Science

• Communication Overhead 33%
• Communication Protocol 16%
• Computational Complexity 16%
• Data Privacy 16%
• Data Processing 16%
• Data Security 16%
• Decentralized Approach 16%
• Environmental Data 16%
• Federated Learning 100%
• Future Development 16%
• Generalizability 16%
• Learning Framework 16%
• Monitoring Quality 100%
• Multiple Device 16%
• Network Resource 16%
• Privacy Concern 16%
• Quality Management 16%
• Research Direction 16%
• Security and Privacy 16%
• Security Vulnerability 16%
• Training Model 16%