Selected Projects

• Online Container Scheduling and Resource Optimization for Digital Twin Edge Networks (Undergraduate RA, 2023–2025)
  Advisor: Prof. Zhiqing Tang | Supported by NSFC
  • Proposed a composite user model for high mobility and heterogeneity edge scenarios.
  • Developed a QoS-aware RL algorithm for UAV task scheduling and resource allocation, significantly outperforming baselines in large-scale simulations.
  • Publication: QoS-aware Energy-efficient Multi-UAV Offloading Ratio and Trajectory Control Algorithm in Mobile Edge Computing (IEEE IoT-Journal, JCR-Q1) [PDF]
  • Patent: Method and Device for UAV-Assisted Offloading Strategy (Authorized, Patent No. ZL 2024 1 0997853.0)
• The Study on Mechanisms and Patterns of Two Opposing Swarm Movements (National Undergrad Innovation Program, 2022–2023)
  Advisor: Prof. Guiyuan Shi | Supported by IACCS, BNU
  • Implemented classical swarm models like Boids, Vicsek, and Couzin using Python.
  • Extended models to 3D space and introduced opposing swarms, designing interaction mechanisms to study their dynamic behaviors.
  • Developed an interactive simulation platform CouzinSim with customizable parameters and clear visualizations. 🔗 Code on GitHub