Research & Project Experience

Research @ Northwestern University

Market Impacts of Pooling Intermittent Spectrum 

We find that pooling can achieve a higher spectrum efficiency in terms of the congestion incurred by users compared to using a single intermittent band (with the same total bandwidth).  (Outcome: Published)

Research @ Xidian University

Edge Video Streaming System Design in Multi-user Scenario 

Optimized the watching experience of multiple local users via adaptive playback and dynamic channel resource allocation. (Outcome: Published)

Research  @ Shanghai Jiao Tong University (SJTU)

Symmetry in Multi-goal Reinforcement Learning 

Explored a new data augmentation method leveraging the symmetry in the robot control domain. Designed an invariant transformation method which maps the observed observation to a smaller space to improve the learning efficiency. (Outcome: Academic Report)

Research  @ Xidian University

Playback Speed Adaptation for Edge Video Streaming 

Explored a new data augmentation method leveraging the symmetry in the robot control domain. Designed invariant transformations which generate virtual trajectories from observed ones to improve the sample efficiency. (Outcome: Published)

Research  @ Xidian University

Survey on RF Through-wall Detection Technology 

Surveyed through-wall technology in RF and radar fields, which is used for object detection, recognition, and indoor localization through obstacles like a wall. (Outcome: Published)

Project  @ Xidian University

Project Design of Micro-control System

Designed a vending machine based on ARM® Cortex® MCU TM4C1294.

Much more fun!

Project  @ Xidian University

Multi-rotor UAV Flight Security Support System Design

Designed a set of parachute ejection equipment mounted on the multi-rotor UAV to realize real-time monitoring of the flight status of the UAV, and automatically open the parachute when the UAV loses control.

Excellent project winner!