2 papers
cs.NI2025
State-Aware IoT Scheduling Using Deep Q-Networks and Edge-Based Coordination
Qingyuan He, Chang Liu, Juecen Zhan +2
This paper addresses the challenge of energy efficiency management faced by intelligent IoT devices in complex application environments. A novel optimization method is proposed, co…
cs.LG2025
Context-Aware Adaptive Sampling for Intelligent Data Acquisition Systems Using DQN
Weiqiang Huang, Juecen Zhan, Yumeng Sun +3
Multi-sensor systems are widely used in the Internet of Things, environmental monitoring, and intelligent manufacturing. However, traditional fixed-frequency sampling strategies of…