Satya Krishna

Air Quality Monitoring in Sparse Urban Networks: An Enhanced Fog Hierarchical Federated Learning Approach

The findings highlight the potential of HFL with fog computing as a scalable, cost-effective, and privacy-preserving solution for real-time urban air quality monitoring in India, particularly in resource-constrained smart city environments.