A5090674999- 2D Materials and Applications
- Advanced Thermoelectric Materials and Devices
- Cognitive Radio Networks and Spectrum Sensing
- Graphene research and applications
- Age of Information Optimization
- Wireless Networks and Protocols
National University of Defense Technology
2022-2024
Abstract The van der Waals (vdW) interface provides two important degrees of freedom—twist and slip—to tune interlayer structures inspire unique physics. However, constructing diversified high‐quality slip stackings (i.e., lattice orientations between layers are parallel with only sliding) is more challenging than twisted due to angstrom‐scale structural discrepancies different stackings, sparsity thermodynamically stable candidates insufficient mechanism understanding. Here, using...
This paper investigates a deep reinforcement learning algorithm based on dueling recurrent <math xmlns="http://www.w3.org/1998/Math/MathML" id="M2"> <mi>Q</mi> </math> -network (Dueling DRQN) for dynamic multichannel access in heterogeneous wireless networks. Specifically, we consider the scenario that multiple users with different MAC protocols share independent channels. The goal of intelligent node is to learn channel strategy achieves high throughput by making full use underutilized Two...